apptest: add an apptest for vmselect retry

Signed-off-by: Artem Fetishev <rtm@victoriametrics.com>

.github/copilot-instructions.md

@@ -1,23 +0,0 @@
-# Project Overview
-
-VictoriaMetrics is a fast, cost-saving, and scalable solution for monitoring and managing time series data. It delivers high performance and reliability, making it an ideal choice for businesses of all sizes.
-
-## Folder Structure
-
-- `/app`: Contains the compilable binaries.
-- `/lib`: Contains the golang reusable libraries
-- `/docs/victoriametrics`: Contains documentation for the project.
-- `/apptest/tests`: Contains integration tests.
-
-## Libraries and Frameworks
-
-- Backend: Golang, no framework. Use third-party libraries sparingly.
-- Frontend: React.
-
-## Code review guidelines
-
-Ensure the feature or bugfix includes a changelog entry in /docs/victoriametrics/changelog/CHANGELOG.md.
-Verify the entry is under the ## tip section and matches the structure and style of existing entries.
-Chore-only changes may be omitted from the changelog.
-
-

.github/workflows/docs.yaml

@@ -28,7 +28,7 @@ jobs:
           path: __vm-docs
 
       - name: Import GPG key
-        uses: crazy-max/ghaction-import-gpg@v6
+        uses: crazy-max/ghaction-import-gpg@v7
         id: import-gpg
         with:
           gpg_private_key: ${{ secrets.VM_BOT_GPG_PRIVATE_KEY }}

app/vmalert/main.go

@@ -56,7 +56,7 @@ absolute path to all .tpl files in root.
  -rule.templates="dir/**/*.tpl". Includes all the .tpl files in "dir" subfolders recursively.
 `)
 
-	configCheckInterval = flag.Duration("configCheckInterval", 0, "Interval for checking for changes in '-rule' or '-notifier.config' files. "+
+	configCheckInterval = flag.Duration("configCheckInterval", 0, "Interval for checking for changes in '-rule', '-rule.templates' and '-notifier.config' files. "+
 		"By default, the checking is disabled. Send SIGHUP signal in order to force config check for changes.")
 
 	httpListenAddrs  = flagutil.NewArrayString("httpListenAddr", "Address to listen for incoming http requests. See also -tls and -httpListenAddr.useProxyProtocol")

app/vmauth/auth_config.go

@@ -117,7 +117,10 @@ type AccessLogFilters struct {
 	SkipStatusCodes []int `yaml:"skip_status_codes"`
 }
 
-func (ui *UserInfo) logRequest(r *http.Request, userName string, statusCode int) {
+func (ui *UserInfo) logRequest(r *http.Request, userName string, statusCode int, duration time.Duration) {
+	if ui.AccessLog == nil {
+		return
+	}
 	filters := ui.AccessLog.Filters
 	if filters != nil && len(filters.SkipStatusCodes) > 0 {
 		if slices.Contains(filters.SkipStatusCodes, statusCode) {
@@ -127,8 +130,8 @@ func (ui *UserInfo) logRequest(r *http.Request, userName string, statusCode int)
 
 	remoteAddr := httpserver.GetQuotedRemoteAddr(r)
 	requestURI := httpserver.GetRequestURI(r)
-	logger.Infof("access_log request_host=%q request_uri=%q status_code=%d remote_addr=%s user_agent=%q referer=%q username=%q",
-		r.Host, requestURI, statusCode, remoteAddr, r.UserAgent(), r.Referer(), userName)
+	logger.Infof("access_log request_host=%q request_uri=%q status_code=%d remote_addr=%s user_agent=%q referer=%q duration_ms=%d username=%q",
+		r.Host, requestURI, statusCode, remoteAddr, r.UserAgent(), r.Referer(), duration.Milliseconds(), userName)
 }
 
 // HeadersConf represents config for request and response headers.
@@ -144,7 +147,7 @@ func (ui *UserInfo) beginConcurrencyLimit(ctx context.Context) error {
 	case ui.concurrencyLimitCh <- struct{}{}:
 		return nil
 	default:
-		// The number of concurrently executed requests for the given user equals the limt.
+		// The number of concurrently executed requests for the given user equals the limit.
 		// Wait until some of the currently executed requests are finished, so the current request could be executed.
 		// See https://github.com/VictoriaMetrics/VictoriaMetrics/issues/10078
 		select {
@@ -632,7 +635,7 @@ func getLeastLoadedBackendURL(bus []*backendURL, atomicCounter *atomic.Uint32) *
 		// The Load() in front of CompareAndSwap() avoids CAS overhead for items with values bigger than 0.
 		if bu.concurrentRequests.Load() == 0 && bu.concurrentRequests.CompareAndSwap(0, 1) {
 			atomicCounter.CompareAndSwap(n+1, idx+1)
-			// There is no need in the call bu.get(), because we already incremented bu.concrrentRequests above.
+			// There is no need in the call bu.get(), because we already incremented bu.concurrentRequests above.
 			return bu
 		}
 	}
@@ -875,12 +878,14 @@ func reloadAuthConfigData(data []byte) (bool, error) {
 		return false, fmt.Errorf("failed to parse auth config: %w", err)
 	}
 
-	jui, err := parseJWTUsers(ac)
+	jui, oidcDP, err := parseJWTUsers(ac)
 	if err != nil {
 		return false, fmt.Errorf("failed to parse JWT users from auth config: %w", err)
 	}
+	oidcDP.startDiscovery()
 	jwtc := &jwtCache{
-		users: jui,
+		users:  jui,
+		oidcDP: oidcDP,
 	}
 
 	m, err := parseAuthConfigUsers(ac)
@@ -899,6 +904,11 @@ func reloadAuthConfigData(data []byte) (bool, error) {
 	}
 	metrics.RegisterSet(ac.ms)
 
+	jwtcPrev := jwtAuthCache.Load()
+	if jwtcPrev != nil {
+		jwtcPrev.oidcDP.stopDiscovery()
+	}
+
 	authConfig.Store(ac)
 	authConfigData.Store(&data)
 	authUsers.Store(&m)

app/vmauth/auth_config_test.go

@@ -4,8 +4,11 @@ import (
 	"bytes"
 	"fmt"
 	"net"
+	"net/http"
 	"net/url"
+	"strings"
 	"testing"
+	"time"
 
 	"gopkg.in/yaml.v2"
 
@@ -993,6 +996,41 @@ func TestDiscoverBackendIPsWithIPV6(t *testing.T) {
 
 }
 
+func TestLogRequest(t *testing.T) {
+	ui := &UserInfo{AccessLog: &AccessLog{}}
+
+	testOutput := &bytes.Buffer{}
+	logger.SetOutputForTests(testOutput)
+	defer logger.ResetOutputForTest()
+
+	req, err := http.NewRequest("GET", "http://localhost:8080/select/0/prometheus", nil)
+	if err != nil {
+		t.Fatalf("unexpected error: %s", err)
+	}
+
+	f := func(user string, status int, duration time.Duration, expectedLog string) {
+		t.Helper()
+
+		testOutput.Reset()
+		ui.logRequest(req, user, status, duration)
+
+		got := testOutput.String()
+		if expectedLog == "" && got != "" {
+			t.Fatalf("expected empty log, got %q", got)
+		}
+		if !strings.Contains(got, expectedLog) {
+			t.Fatalf("output \n%q \nshould contain \n%q", testOutput.String(), expectedLog)
+		}
+	}
+
+	f("foo", 200, 10*time.Millisecond, `access_log request_host="localhost:8080" request_uri="" status_code=200 remote_addr="" user_agent="" referer="" duration_ms=10 username="foo"`)
+	f("foo", 404, time.Second, `access_log request_host="localhost:8080" request_uri="" status_code=404 remote_addr="" user_agent="" referer="" duration_ms=1000 username="foo"`)
+
+	ui.AccessLog.Filters = &AccessLogFilters{SkipStatusCodes: []int{200}}
+	f("foo", 200, 10*time.Millisecond, ``)
+	f("foo", 404, 10*time.Millisecond, `access_log request_host="localhost:8080" request_uri="" status_code=404 remote_addr="" user_agent="" referer="" duration_ms=10 username="foo"`)
+}
+
 func getRegexs(paths []string) []*Regex {
 	var sps []*Regex
 	for _, path := range paths {

app/vmauth/example_config.yml

@@ -116,6 +116,20 @@ users:
   - "http://default1:8888/unsupported_url_handler"
   - "http://default2:8888/unsupported_url_handler"
 
+# A JWT token based routing:
+# - Requests with JWT token that has the following structure:
+# {"team": "ops", "security": {"read_access": "1"}, "vm_access": {"metrics_account_id": 1000,"metrics_project_id":5}}
+# is routed to vmselect nodes and request url placeholder replaced with metrics tenant identificators
+- name: jwt-opts-team
+  jwt:
+    match_claims:
+     team: ops
+     security.read_access: "1"
+    skip_verify: true
+  url_prefix:
+  - "http://vmselect1:8481/select/{{.MetricsTenant}}/prometheus"
+  - "http://vmselect2:8481/select/{{.MetricsTenant}}/prometheus"
+
 # Requests without Authorization header are proxied according to `unauthorized_user` section.
 # Requests are proxied in round-robin fashion between `url_prefix` backends.
 # The deny_partial_response query arg is added to all the proxied requests.

app/vmauth/jwt.go

@@ -5,7 +5,10 @@ import (
 	"net/url"
 	"os"
 	"slices"
+	"sort"
 	"strings"
+	"sync"
+	"sync/atomic"
 	"time"
 
 	"github.com/VictoriaMetrics/VictoriaMetrics/lib/jwt"
@@ -44,38 +47,69 @@ var urlPathPlaceHolders = []string{
 type jwtCache struct {
 	// users contain UserInfo`s from AuthConfig with JWTConfig set
 	users []*UserInfo
+
+	oidcDP *oidcDiscovererPool
 }
 
 type JWTConfig struct {
-	PublicKeys     []string `yaml:"public_keys,omitempty"`
-	PublicKeyFiles []string `yaml:"public_key_files,omitempty"`
-	SkipVerify     bool     `yaml:"skip_verify,omitempty"`
+	PublicKeys        []string          `yaml:"public_keys,omitempty"`
+	PublicKeyFiles    []string          `yaml:"public_key_files,omitempty"`
+	SkipVerify        bool              `yaml:"skip_verify,omitempty"`
+	OIDC              *oidcConfig       `yaml:"oidc,omitempty"`
+	MatchClaims       map[string]string `yaml:"match_claims,omitempty"`
+	parsedMatchClaims []*jwt.Claim
 
-	verifierPool *jwt.VerifierPool
+	// verifierPool is used to verify JWT tokens.
+	// It is initialized from PublicKeys and/or PublicKeyFiles.
+	// In this case, it is initialized once at config reload and never updated until next reload
+	// In case of OIDC, it is initialized on config reload and periodically updated by discovery process.
+	verifierPool atomic.Pointer[jwt.VerifierPool]
 }
 
-func parseJWTUsers(ac *AuthConfig) ([]*UserInfo, error) {
+func parseJWTUsers(ac *AuthConfig) ([]*UserInfo, *oidcDiscovererPool, error) {
 	jui := make([]*UserInfo, 0, len(ac.Users))
-	for _, ui := range ac.Users {
+	oidcDP := &oidcDiscovererPool{}
+
+	uniqClaims := make(map[string]*UserInfo)
+	var sortedClaims []string
+	for idx, ui := range ac.Users {
 		jwtToken := ui.JWT
 		if jwtToken == nil {
 			continue
 		}
 
 		if ui.AuthToken != "" || ui.BearerToken != "" || ui.Username != "" || ui.Password != "" {
-			return nil, fmt.Errorf("auth_token, bearer_token, username and password cannot be specified if jwt is set")
+			return nil, 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 {
-			return nil, fmt.Errorf("jwt must contain at least a single public key, public_key_files or have skip_verify=true")
+		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")
 		}
+		var claimsString string
+		sortedClaims = sortedClaims[:0]
+		parsedClaims := make([]*jwt.Claim, 0, len(jwtToken.MatchClaims))
+		for ck, cv := range jwtToken.MatchClaims {
+			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)
+			}
+			parsedClaims = append(parsedClaims, pc)
+		}
+		ui.JWT.parsedMatchClaims = parsedClaims
+		sort.Strings(sortedClaims)
+		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)
+		}
+		uniqClaims[claimsString] = &ui
 		if len(jwtToken.PublicKeys) > 0 || len(jwtToken.PublicKeyFiles) > 0 {
 			keys := make([]any, 0, len(jwtToken.PublicKeys)+len(jwtToken.PublicKeyFiles))
 
 			for i := range jwtToken.PublicKeys {
 				k, err := jwt.ParseKey([]byte(jwtToken.PublicKeys[i]))
 				if err != nil {
-					return nil, err
+					return nil, nil, err
 				}
 				keys = append(keys, k)
 			}
@@ -83,33 +117,52 @@ func parseJWTUsers(ac *AuthConfig) ([]*UserInfo, error) {
 			for _, filePath := range jwtToken.PublicKeyFiles {
 				keyData, err := os.ReadFile(filePath)
 				if err != nil {
-					return nil, fmt.Errorf("cannot read public key from file %q: %w", filePath, err)
+					return nil, nil, fmt.Errorf("cannot read public key from file %q: %w", filePath, err)
 				}
 				k, err := jwt.ParseKey(keyData)
 				if err != nil {
-					return nil, fmt.Errorf("cannot parse public key from file %q: %w", filePath, err)
+					return nil, 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, err
+				return nil, nil, err
 			}
 
-			jwtToken.verifierPool = vp
+			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")
+			}
+
+			if jwtToken.OIDC.Issuer == "" {
+				return nil, 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)
+			}
+			if isserURL.Scheme != "https" && isserURL.Scheme != "http" {
+				return nil, 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, err
+			return nil, nil, err
 		}
 
 		if err := ui.initURLs(); err != nil {
-			return nil, err
+			return nil, nil, err
 		}
 
 		metricLabels, err := ui.getMetricLabels()
 		if err != nil {
-			return nil, fmt.Errorf("cannot parse metric_labels: %w", err)
+			return nil, 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)
@@ -128,36 +181,53 @@ func parseJWTUsers(ac *AuthConfig) ([]*UserInfo, error) {
 
 		rt, err := newRoundTripper(ui.TLSCAFile, ui.TLSCertFile, ui.TLSKeyFile, ui.TLSServerName, ui.TLSInsecureSkipVerify)
 		if err != nil {
-			return nil, fmt.Errorf("cannot initialize HTTP RoundTripper: %w", err)
+			return nil, nil, fmt.Errorf("cannot initialize HTTP RoundTripper: %w", err)
 		}
 		ui.rt = rt
 
 		jui = append(jui, &ui)
 	}
 
-	// TODO: the limitation will be lifted once claim based matching will be implemented
-	if len(jui) > 1 {
-		return nil, fmt.Errorf("multiple users with JWT tokens are not supported; found %d users", len(jui))
-	}
+	// sort by amount of matching claims
+	// it allows to more specific claim win in case of clash
+	sort.SliceStable(jui, func(i, j int) bool {
+		return len(jui[i].JWT.MatchClaims) > len(jui[j].JWT.MatchClaims)
+	})
 
-	return jui, nil
+	return jui, oidcDP, nil
 }
 
-func getUserInfoByJWTToken(ats []string) (*UserInfo, *jwt.Token) {
+var tokenPool sync.Pool
+
+func getToken() *jwt.Token {
+	tkn := tokenPool.Get()
+	if tkn == nil {
+		return &jwt.Token{}
+	}
+	return tkn.(*jwt.Token)
+}
+
+func putToken(tkn *jwt.Token) {
+	tkn.Reset()
+	tokenPool.Put(tkn)
+}
+
+func getJWTUserInfo(ats []string) (*UserInfo, *jwt.Token) {
 	js := *jwtAuthCache.Load()
 	if len(js.users) == 0 {
 		return nil, nil
 	}
 
+	tkn := getToken()
+
 	for _, at := range ats {
 		if strings.Count(at, ".") != 2 {
 			continue
 		}
 
 		at, _ = strings.CutPrefix(at, `http_auth:`)
-
-		tkn, err := jwt.NewToken(at, true)
-		if err != nil {
+		tkn.Reset()
+		if err := tkn.Parse(at, true); err != nil {
 			if *logInvalidAuthTokens {
 				logger.Infof("cannot parse jwt token: %s", err)
 			}
@@ -172,25 +242,68 @@ func getUserInfoByJWTToken(ats []string) (*UserInfo, *jwt.Token) {
 			continue
 		}
 
-		for _, ui := range js.users {
-			if ui.JWT.SkipVerify {
-				return ui, tkn
-			}
-
-			if err := ui.JWT.verifierPool.Verify(tkn); err != nil {
-				if *logInvalidAuthTokens {
-					logger.Infof("cannot verify jwt token: %s", err)
-				}
-				continue
-			}
-
+		if ui := getUserInfoByJWTToken(tkn, js.users); ui != nil {
 			return ui, tkn
 		}
 	}
 
+	putToken(tkn)
 	return nil, nil
 }
 
+func getUserInfoByJWTToken(tkn *jwt.Token, users []*UserInfo) *UserInfo {
+	for _, ui := range users {
+		if !tkn.MatchClaims(ui.JWT.parsedMatchClaims) {
+			continue
+		}
+
+		if ui.JWT.SkipVerify {
+			return ui
+		}
+
+		if ui.JWT.OIDC != nil {
+			// OIDC requires iss claim.
+			// It must match the discovery issuer URL set in OIDC config.
+			// https://openid.net/specs/openid-connect-discovery-1_0.html#ProviderMetadata
+			if tkn.Issuer() == "" {
+				if *logInvalidAuthTokens {
+					logger.Infof("jwt token must have issuer filed")
+				}
+				return nil
+			}
+			if tkn.Issuer() != ui.JWT.OIDC.Issuer {
+				if *logInvalidAuthTokens {
+					logger.Infof("jwt token issuer: %q does not match oidc issuer: %q", tkn.Issuer(), ui.JWT.OIDC.Issuer)
+				}
+				return nil
+			}
+		}
+
+		vp := ui.JWT.verifierPool.Load()
+		if vp == nil {
+			if *logInvalidAuthTokens {
+				logger.Infof("jwt verifier not initialed")
+			}
+			return nil
+		}
+
+		if err := vp.Verify(tkn); err != nil {
+			if *logInvalidAuthTokens {
+				logger.Infof("cannot verify jwt token: %s", err)
+			}
+			return nil
+		}
+
+		return ui
+	}
+
+	if *logInvalidAuthTokens {
+		logger.Infof("no user match jwt token")
+	}
+
+	return nil
+}
+
 func replaceJWTPlaceholders(bu *backendURL, hc HeadersConf, vma *jwt.VMAccessClaim) (*url.URL, HeadersConf) {
 	if !bu.hasPlaceHolders && !hc.hasAnyPlaceHolders {
 		return bu.url, hc

app/vmauth/jwt_test.go

@@ -1,7 +1,10 @@
 package main
 
 import (
+	"encoding/json"
 	"fmt"
+	"net/http"
+	"net/http/httptest"
 	"os"
 	"path/filepath"
 	"testing"
@@ -36,14 +39,16 @@ XOtclIk1uhc03oL9nOQ=
 			}
 			return
 		}
-		users, err := parseJWTUsers(ac)
-		if err != nil {
-			if expErr != err.Error() {
-				t.Fatalf("unexpected error; got\n%q\nwant \n%q", err.Error(), expErr)
-			}
-			return
+		users, oidcDP, err := parseJWTUsers(ac)
+		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)
 		}
-		t.Fatalf("expecting non-nil error; got %v", users)
 	}
 
 	// unauthorized_user cannot be used with jwt
@@ -80,28 +85,28 @@ users:
 users:
 - jwt: {}
   url_prefix: http://foo.bar
-`, `jwt must contain at least a single public key, public_key_files or have skip_verify=true`)
+`, `jwt must contain at least a single public key, public_key_files, oidc or have skip_verify=true`)
 
 	// jwt public_keys or skip_verify must be set, part 2
 	f(`
 users:
 - jwt: {public_keys: null}
   url_prefix: http://foo.bar
-`, `jwt must contain at least a single public key, public_key_files or have skip_verify=true`)
+`, `jwt must contain at least a single public key, public_key_files, oidc or have skip_verify=true`)
 
 	// jwt public_keys or skip_verify must be set, part 3
 	f(`
 users:
 - jwt: {public_keys: []}
   url_prefix: http://foo.bar
-`, `jwt must contain at least a single public key, public_key_files or have skip_verify=true`)
+`, `jwt must contain at least a single public key, public_key_files, oidc or have skip_verify=true`)
 
 	// jwt public_keys, public_key_files or skip_verify must be set
 	f(`
 users:
 - jwt: {public_key_files: []}
   url_prefix: http://foo.bar
-`, `jwt must contain at least a single public key, public_key_files or have skip_verify=true`)
+`, `jwt must contain at least a single public key, public_key_files, oidc or have skip_verify=true`)
 
 	// invalid public key, part 1
 	f(`
@@ -140,7 +145,7 @@ users:
     public_keys:
     - %q
   url_prefix: http://foo.bar
-`, validRSAPublicKey, validECDSAPublicKey), `multiple users with JWT tokens are not supported; found 2 users`)
+`, validRSAPublicKey, validECDSAPublicKey), `duplicate match claims="" found for name="" at idx=1; the previous one is set for name=""`)
 
 	// public key file doesn't exist
 	f(`
@@ -196,6 +201,90 @@ users:
 `,
 		"request header: \"AccountID\" has unsupported placeholder: \"{{ .LogsAccountID }}\", supported values are: {{.MetricsTenant}}, {{.MetricsExtraLabels}}, {{.MetricsExtraFilters}}, {{.LogsAccountID}}, {{.LogsProjectID}}, {{.LogsExtraFilters}}, {{.LogsExtraStreamFilters}}",
 	)
+
+	// oidc is not an object
+	f(`
+users:
+- jwt: 
+    oidc: "not an object"
+  url_prefix: http://foo.bar
+`,
+		"cannot unmarshal AuthConfig data: yaml: unmarshal errors:\n  line 4: cannot unmarshal !!str `not an ...` into main.oidcConfig",
+	)
+
+	// oidc issuer empty
+	f(`
+users:
+- jwt: 
+    oidc: {}
+  url_prefix: http://foo.bar
+`,
+		"oidc issuer cannot be empty",
+	)
+
+	// oidc issuer invalid urls
+	f(`
+users:
+- jwt: 
+    oidc:
+      issuer: "::invalid-url"
+  url_prefix: http://foo.bar
+`,
+		"oidc issuer \"::invalid-url\" must be a valid URL",
+	)
+
+	// oidc issuer invalid urls
+	f(`
+users:
+- jwt: 
+    oidc:
+      issuer: "invalid-url"
+  url_prefix: http://foo.bar
+`,
+		"oidc issuer \"invalid-url\" must have http or https scheme",
+	)
+
+	// oidc and public_keys are not allowed
+	f(fmt.Sprintf(`
+users:
+- jwt: 
+    public_keys:
+    - %q
+    oidc: 
+      issuer: https://example.com
+  url_prefix: http://foo.bar
+`, validRSAPublicKey),
+		"jwt with oidc cannot contain public keys or have skip_verify=true",
+	)
+
+	// oidc and skip_verify are not allowed
+	f(`
+users:
+- jwt: 
+    skip_verify: true
+    oidc: 
+      issuer: https://example.com
+  url_prefix: http://foo.bar
+`,
+		"jwt with oidc cannot contain public keys or have skip_verify=true",
+	)
+	// duplicate claims
+	f(`
+users:
+- jwt:
+    skip_verify: true
+    match_claims:
+     team: ops
+  name: user-1
+  url_prefix: http://foo.bar
+- jwt:
+    skip_verify: true
+    match_claims:
+     team: ops
+  name: user-2
+  url_prefix: http://foo.bar`,
+		"duplicate match claims=\"team=ops\" found for name=\"user-2\" at idx=1; the previous one is set for name=\"user-1\"",
+	)
 }
 
 func TestJWTParseAuthConfigSuccess(t *testing.T) {
@@ -225,10 +314,12 @@ XOtclIk1uhc03oL9nOQ=
 			t.Fatalf("unexpected error: %s", err)
 		}
 
-		jui, err := parseJWTUsers(ac)
+		jui, oidcDP, err := parseJWTUsers(ac)
 		if err != nil {
 			t.Fatalf("unexpected error: %s", err)
 		}
+		oidcDP.startDiscovery()
+		defer oidcDP.stopDiscovery()
 
 		for _, ui := range jui {
 			if ui.JWT == nil {
@@ -236,13 +327,13 @@ XOtclIk1uhc03oL9nOQ=
 			}
 
 			if ui.JWT.SkipVerify {
-				if ui.JWT.verifierPool != nil {
+				if ui.JWT.verifierPool.Load() != nil {
 					t.Fatalf("unexpected non-nil verifier pool for skip_verify=true")
 				}
 				continue
 			}
 
-			if ui.JWT.verifierPool == nil {
+			if ui.JWT.verifierPool.Load() == nil {
 				t.Fatalf("unexpected nil verifier pool for non-empty public keys")
 			}
 		}
@@ -333,4 +424,80 @@ users:
     - %q
   url_prefix: http://foo.bar
 `, validECDSAPublicKey, rsaKeyFile))
+
+	// oidc stub server
+	var ipSrv *httptest.Server
+	ipSrv = httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
+		if r.URL.Path == "/.well-known/openid-configuration" {
+			w.Header().Set("Content-Type", "application/json")
+			_ = json.NewEncoder(w).Encode(map[string]string{
+				"issuer":   ipSrv.URL,
+				"jwks_uri": fmt.Sprintf("%s/jwks", ipSrv.URL),
+			})
+			return
+		}
+		if r.URL.Path == "/jwks" {
+			// resp generated by https://jwkset.com/generate
+			w.Header().Set("Content-Type", "application/json")
+			w.Write([]byte(`
+{
+  "keys": [
+    {
+      "kty": "RSA",
+      "kid": "f13eee91-f566-4829-80fa-fca847c21f0e",
+      "d": "Ua1llEFz3LZ05CrK5a2JxKMUEWJGXhBPPF20hHQjzxd1w0IEJK_mhPZQG8dNtBROBNIi1FC9l6QRw-RTnVIVat5Xy4yDFNKXXL3ZLXejOHY8SXrNEIDqQ-cSwIpK9cK7Umib0PcPeEeeAED5mqDH75D8_YssWFF18kLbNB5Z9pZmn6Fshiht7l2Sh4GN-KcReOW6eiQQwckDte3OGmZCRbtEriLWJt5TUGUvfZVIlcclqNMycNB6jGa9E1pO5Up7Ki3ZbI_-6XmRgZPtqnR9oLJ1zn3fj3hYpCXo-zcqLuOu3qxcslsq5igsfBzgGtfIJHY9LfWmHUsaDEa5cAX1gQ",
+      "n": "xbLXXBTNREk70UCMiqZ53_mTzYh89W-UaPU61GZ-RZ5lYcLgyWOb5mdyRbvJpcgfZpsOeGAUWbk3GkQ4vqn8kUMnnWhUum2Qk9kGubOJGLW6yaURd00j3E-ilQ5xO2R_Hzz8bAojxV8GKdGTQ-iTf8z8nsSHH8kR2SERbNJCFFtwtFU7vyFWyoH4Lmvu2UpICTHFCR9RqwQVjyoKB1JjJ6Dh1L4zPTlsvQEnqoeFQHPYr0QcQSMYXdfPvlt_FiLOAOE89fX_9T2r9WbFAoda3uTRE5_aal0jxUU2cFyeVSIgauNtF07fp422XFb4XPkWQWrdNx0KX53laSIYQ9HOpw",
+      "e": "AQAB",
+      "p": "2JT57AD-Q2lamgjgyn0wL7DgYZ3OoCTTrDm5_NHg6h13uDvyIlXSukuUeWm4tzPSDedpstbS7dgXkLw5eQXBHwPYtByTcEZS8Z37CBnhMOOhfo_U1aNIPPanJACvWBgz47-TxHsxW1YhztZqghRoicBZPSSBAj49MgANJ4jF0zc",
+      "q": "6a4MkeSXJI-ZzQ-bgP8hwJqpLFr0AiNGQcjZMH4Nn4CPGdnGiqqe6flhfLimgbNhbb67B0-8fLIji8zGhGKDL_JSIpAAdmfs2vzeEsY2hScrqVbd1VbfRcRh0J6lsn7obxkbvQthp9sX2DQbeDcEeaFEvd9gDKQSATYEqWo7eBE",
+      "dp": "haL2yu6Z9RJuuxi7S3YPY33qFZF_y0St71j3L854zzw7gMxMTW9TRWwZQwk-1pv9AmNFzvnK0MNDVyUs-UXZsb932TrApshdqYRnPsppLvdl0GgDVYcYrbUr0IUzrFHSwraVAOlavRbaaXvX4EejcUvkRFvf1nh83fs2Iqy8E-U",
+      "dq": "Cnf5qC-Ndd3ZDg688LJ9WJuVKJ-Kfu4Fn7zXvgxnn9Wqk4XmFyA9rk21yFidXQIkQz5gMpun3g48-W5bFmMzbVp1w4af_q35NnZNnJm0p5Jxqkxx87TIm9-IYkg5NB3rW87MJ1PzNAnkr5LmCCSu1qQa6Eaxjt9qzxMUcmKH94E",
+      "qi": "saAeU11iaKHmye3cwCAYkegcyWbXV3xIXEVJtS9Af_yM19UhspwY2VhuwRaajcwYZwtvR9_ITmX9M-ea7uLdd7aDYO1fujC8NGbopeC4Hkr7yb5vTly3pfKf4h-3LwGGUucJUetdz1lmMIYiyuG4_gSf1yIEtPDLKzXiedgEMdI"
+    }
+  ]
+}
+`))
+			return
+		}
+
+		http.NotFound(w, r)
+	}))
+	defer ipSrv.Close()
+
+	f(`
+users:
+- jwt:
+    oidc:
+      issuer: ` + ipSrv.URL + `
+  url_prefix: http://foo.bar
+`)
+	// multiple match claims
+	f(fmt.Sprintf(`
+users:
+- jwt:
+   match_claims:
+    role: ro
+    team: dev
+   public_keys:
+    - %q
+  url_prefix: http://foo.bar
+- jwt:
+   match_claims:
+      role: admin
+      team: dev
+   public_key_files:
+    - %q
+    - %q
+  url_prefix: http://foo.bar
+- jwt:
+   match_claims:
+     role: viewer
+     team: dev
+     department: ceo
+   skip_verify: true
+  url_prefix: http://foo.bar
+
+
+`, validRSAPublicKey, rsaKeyFile, ecdsaKeyFile))
+
 }

app/vmauth/main.go

@@ -48,7 +48,7 @@ var (
 	responseTimeout = flag.Duration("responseTimeout", 5*time.Minute, "The timeout for receiving a response from backend")
 
 	requestBufferSize = flagutil.NewBytes("requestBufferSize", 32*1024, "The size of the buffer for reading the request body before proxying the request to backends. "+
-		"This allows reducing the comsumption of backend resources when processing requests from clients connected via slow networks. "+
+		"This allows reducing the consumption of backend resources when processing requests from clients connected via slow networks. "+
 		"Set to 0 to disable request buffering. See https://docs.victoriametrics.com/victoriametrics/vmauth/#request-body-buffering")
 	maxRequestBodySizeToRetry = flagutil.NewBytes("maxRequestBodySizeToRetry", 16*1024, "The maximum request body size to buffer in memory for potential retries at other backends. "+
 		"Request bodies larger than this size cannot be retried if the backend fails. Zero or negative value disables request body buffering and retries. "+
@@ -186,11 +186,11 @@ func requestHandler(w http.ResponseWriter, r *http.Request) bool {
 		processUserRequest(w, r, ui, nil)
 		return true
 	}
-	if ui, tkn := getUserInfoByJWTToken(ats); ui != nil {
+	if ui, tkn := getJWTUserInfo(ats); ui != nil {
 		if tkn == nil {
 			logger.Panicf("BUG: unexpected nil jwt token for user %q", ui.name())
 		}
-
+		defer putToken(tkn)
 		processUserRequest(w, r, ui, tkn)
 		return true
 	}
@@ -274,7 +274,8 @@ func processUserRequest(w http.ResponseWriter, r *http.Request, ui *UserInfo, tk
 		w = &responseWriterWithStatus{ResponseWriter: w}
 		defer func() {
 			rws := w.(*responseWriterWithStatus)
-			ui.logRequest(r, userName, rws.status)
+			duration := time.Since(startTime)
+			ui.logRequest(r, userName, rws.status, duration)
 		}()
 	}
 
@@ -427,9 +428,11 @@ func processRequest(w http.ResponseWriter, r *http.Request, ui *UserInfo, tkn *j
 		}
 		if isDefault {
 			// Don't change path and add request_path query param for default route.
+			targetURLCopy := *targetURL
 			query := targetURL.Query()
 			query.Set("request_path", u.String())
-			targetURL.RawQuery = query.Encode()
+			targetURLCopy.RawQuery = query.Encode()
+			targetURL = &targetURLCopy
 		} else {
 			// Update path for regular routes.
 			targetURL = mergeURLs(targetURL, u, up.dropSrcPathPrefixParts, up.mergeQueryArgs)

app/vmauth/main_test.go

@@ -12,6 +12,7 @@ import (
 	"encoding/pem"
 	"fmt"
 	"io"
+	"math/big"
 	"net"
 	"net/http"
 	"net/http/httptest"
@@ -102,6 +103,35 @@ User-Agent: vmauth
 X-Forwarded-For: 12.34.56.78, 42.2.3.84`
 	f(cfgStr, requestURL, backendHandler, responseExpected)
 
+	// with default_url
+	cfgStr = `
+unauthorized_user:
+  default_url: {BACKEND}/default
+  url_map:
+  - src_paths:
+    - /empty
+    url_prefix: {BACKEND}/empty`
+	requestURL = "http://some-host.com/abc/def?some_arg=some_value"
+	backendHandler = func(w http.ResponseWriter, r *http.Request) {
+		h := w.Header()
+		h.Set("Connection", "close")
+		h.Set("Foo", "bar")
+
+		var bb bytes.Buffer
+		if err := r.Header.Write(&bb); err != nil {
+			panic(fmt.Errorf("unexpected error when marshaling headers: %w", err))
+		}
+		fmt.Fprintf(w, "requested_url=http://%s%s\n%s", r.Host, r.URL, bb.String())
+	}
+	responseExpected = `
+statusCode=200
+Foo: bar
+requested_url={BACKEND}/default?request_path=http%3A%2F%2Fsome-host.com%2Fabc%2Fdef%3Fsome_arg%3Dsome_value
+Pass-Header: abc
+User-Agent: vmauth
+X-Forwarded-For: 12.34.56.78, 42.2.3.84`
+	f(cfgStr, requestURL, backendHandler, responseExpected)
+
 	// routing of all failed to authorize requests to unauthorized_user (issue #7543)
 	cfgStr = `
 unauthorized_user:
@@ -1235,11 +1265,275 @@ users:
 		request,
 		responseExpected,
 	)
+	nestedToken := genToken(t, map[string]any{
+		"exp":  time.Now().Add(10 * time.Minute).Unix(),
+		"team": "dev",
+		"nested": map[string]any{
+			"department_id": 0,
+			"scopes":        []string{"metrics", "logs"},
+			"team_permissions": map[string]any{
+				"read":  0,
+				"write": 1,
+			},
+		},
+		"vm_access": map[string]any{
+			"metrics_account_id": 123,
+			"metrics_project_id": 234,
+			"metrics_extra_labels": []string{
+				"label1=value1",
+				"label2=value2",
+			},
+			"metrics_extra_filters": []string{
+				`{label3="value3"}`,
+				`{label4="value4"}`,
+			},
+			"logs_account_id": 345,
+			"logs_project_id": 456,
+			"logs_extra_filters": []string{
+				`{"namespace":"my-app","env":"prod"}`,
+			},
+			"logs_extra_stream_filters": []string{
+				`{"team":"dev"}`,
+			},
+		},
+	}, true)
+
+	// use claim for routing, must specific match wins
+	request = httptest.NewRequest(`GET`, "http://some-host.com/route", nil)
+	request.Header.Set(`Authorization`, `Bearer `+nestedToken)
+	responseExpected = `
+statusCode=200
+path: /dev/route
+query:
+headers:
+`
+	f(`
+users:
+- jwt:
+    skip_verify: true
+    match_claims:
+     team: dev
+     nested.scopes.1: "logs"
+     nested.department_id: "0"
+  url_map:
+    - src_paths: ["/route"]
+      url_prefix: {BACKEND}/dev
+- jwt:
+    skip_verify: true
+    match_claims:
+     team: dev
+     nested.scopes.1: "logs"
+  url_map:
+    - src_paths: ["/route"]
+      url_prefix: {BACKEND}/ops
+`,
+		request,
+		responseExpected,
+	)
+
+	// use claim for routing, most specific not matching
+	request = httptest.NewRequest(`GET`, "http://some-host.com/route", nil)
+	request.Header.Set(`Authorization`, `Bearer `+nestedToken)
+	responseExpected = `
+statusCode=200
+path: /less_claims/route
+query:
+headers:
+`
+	f(`
+users:
+- jwt:
+    skip_verify: true
+    match_claims:
+     team: ops
+     nested.scopes.1: "logs"
+     nested.department_id: "0"
+  url_map:
+    - src_paths: ["/route"]
+      url_prefix: {BACKEND}/more_claims
+- jwt:
+    skip_verify: true
+    match_claims:
+     team: dev
+     nested.team_permissions.write: "1"
+  url_map:
+    - src_paths: ["/route"]
+      url_prefix: {BACKEND}/less_claims
+`,
+		request,
+		responseExpected,
+	)
+
+	// use claim for routing, empty claim match
+	request = httptest.NewRequest(`GET`, "http://some-host.com/route", nil)
+	request.Header.Set(`Authorization`, `Bearer `+nestedToken)
+	responseExpected = `
+statusCode=200
+path: /empty/route
+query:
+headers:
+`
+	f(`
+users:
+- jwt:
+    skip_verify: true
+  url_map:
+    - src_paths: ["/route"]
+      url_prefix: {BACKEND}/empty
+- jwt:
+    skip_verify: true
+    match_claims:
+     team: ops
+     nested.team_permissions.write: "1"
+  url_map:
+    - src_paths: ["/route"]
+      url_prefix: {BACKEND}/ops
+`,
+		request,
+		responseExpected,
+	)
 
 }
 
+func TestOIDCRequestHandler(t *testing.T) {
+	privateKey, err := rsa.GenerateKey(rand.Reader, 2048)
+	if err != nil {
+		t.Fatalf("cannot generate RSA key: %s", err)
+	}
+
+	var oidcSrv *httptest.Server
+	oidcRespOK := atomic.Bool{}
+	oidcRespOK.Store(true)
+
+	oidcSrv = httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
+		switch r.URL.Path {
+		case "/.well-known/openid-configuration":
+			w.Header().Set("Content-Type", "application/json")
+			if err := json.NewEncoder(w).Encode(map[string]string{
+				"issuer":   oidcSrv.URL,
+				"jwks_uri": oidcSrv.URL + "/jwks",
+			}); err != nil {
+				panic(fmt.Errorf("cannot write openid-configuration response: %w", err))
+			}
+		case "/jwks":
+			if !oidcRespOK.Load() {
+				http.Error(w, "internal server error", http.StatusInternalServerError)
+				return
+			}
+
+			// Encode the RSA public key in JWK format (base64url, no padding)
+			nBytes := privateKey.N.Bytes()
+			eBytes := big.NewInt(int64(privateKey.E)).Bytes()
+			jwksBody := fmt.Sprintf(`{"keys":[{"kty":"RSA","kid":%q,"n":%q,"e":%q}]}`,
+				`test-key-id`,
+				base64.RawURLEncoding.EncodeToString(nBytes),
+				base64.RawURLEncoding.EncodeToString(eBytes),
+			)
+
+			w.Header().Set("Content-Type", "application/json")
+			if _, err := w.Write([]byte(jwksBody)); err != nil {
+				panic(fmt.Errorf("cannot write jwks response: %w", err))
+			}
+		default:
+			http.NotFound(w, r)
+		}
+	}))
+	defer oidcSrv.Close()
+
+	headerJSON, err := json.Marshal(map[string]any{
+		"alg": "RS256",
+		"typ": "JWT",
+		"iss": oidcSrv.URL,
+		"kid": `test-key-id`,
+	})
+	if err != nil {
+		t.Fatalf("cannot marshal JWT header: %s", err)
+	}
+	headerB64 := base64.RawURLEncoding.EncodeToString(headerJSON)
+
+	bodyJSON, err := json.Marshal(map[string]any{
+		"exp":       time.Now().Add(time.Minute).Unix(),
+		"iss":       oidcSrv.URL,
+		"vm_access": map[string]any{},
+	})
+	if err != nil {
+		t.Fatalf("cannot marshal JWT body: %s", err)
+	}
+	bodyB64 := base64.RawURLEncoding.EncodeToString(bodyJSON)
+
+	payload := headerB64 + "." + bodyB64
+
+	var signatureB64 string
+	hash := crypto.SHA256
+	h := hash.New()
+	h.Write([]byte(payload))
+	digest := h.Sum(nil)
+
+	signature, err := rsa.SignPKCS1v15(rand.Reader, privateKey, hash, digest)
+	if err != nil {
+		t.Fatalf("cannot sign JWT token: %s", err)
+	}
+	signatureB64 = base64.RawURLEncoding.EncodeToString(signature)
+
+	tkn := payload + "." + signatureB64
+
+	backSrv := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
+		w.WriteHeader(http.StatusOK)
+	}))
+	defer backSrv.Close()
+
+	f := func(responseExpected string) {
+		t.Helper()
+
+		cfgStr := `
+users:
+- jwt:
+    oidc:
+      issuer: ` + oidcSrv.URL + `
+  url_prefix: ` + backSrv.URL + `/
+`
+
+		cfgOrigP := authConfigData.Load()
+		if _, err := reloadAuthConfigData([]byte(cfgStr)); err != nil {
+			t.Fatalf("cannot load config data: %s", err)
+		}
+		defer func() {
+			cfgOrig := []byte("unauthorized_user:\n  url_prefix: http://foo/bar")
+			if cfgOrigP != nil {
+				cfgOrig = *cfgOrigP
+			}
+			if _, err := reloadAuthConfigData(cfgOrig); err != nil {
+				t.Fatalf("cannot restore original config: %s", err)
+			}
+		}()
+
+		r := httptest.NewRequest("GET", "http://some-host.com/api/v1/query", nil)
+		r.Header.Set("Authorization", "Bearer "+tkn)
+
+		w := &fakeResponseWriter{}
+		if !requestHandlerWithInternalRoutes(w, r) {
+			t.Fatalf("unexpected false returned from requestHandler")
+		}
+
+		if response := w.getResponse(); response != responseExpected {
+			t.Fatalf("unexpected response\ngot\n%s\nwant\n%s", response, responseExpected)
+		}
+	}
+
+	// successful
+	f(`statusCode=200
+`)
+
+	oidcRespOK.Store(false)
+	// OIDC server error
+	f(`statusCode=401
+Unauthorized
+`)
+}
+
 type fakeResponseWriter struct {
-	h http.Header
+	statusCode int
+	h          http.Header
 
 	bb bytes.Buffer
 }
@@ -1265,6 +1559,7 @@ func (w *fakeResponseWriter) Write(p []byte) (int, error) {
 }
 
 func (w *fakeResponseWriter) WriteHeader(statusCode int) {
+	w.statusCode = statusCode
 	fmt.Fprintf(&w.bb, "statusCode=%d\n", statusCode)
 	if w.h == nil {
 		return
@@ -1285,6 +1580,12 @@ func (w *fakeResponseWriter) SetReadDeadline(deadline time.Time) error {
 	return nil
 }
 
+func (w *fakeResponseWriter) reset() {
+	w.bb.Reset()
+	w.statusCode = 0
+	clear(w.h)
+}
+
 func TestBufferRequestBody_Success(t *testing.T) {
 	defaultRequestBufferSize := requestBufferSize.String()
 	defer func() {

app/vmauth/main_timing_test.go

@@ -0,0 +1,194 @@
+package main
+
+import (
+	"crypto"
+	"crypto/rand"
+	"crypto/rsa"
+	"crypto/x509"
+	"encoding/base64"
+	"encoding/json"
+	"encoding/pem"
+	"fmt"
+	"net/http"
+	"net/http/httptest"
+	"strings"
+	"testing"
+	"time"
+)
+
+func BenchmarkJWTRequestHandler(b *testing.B) {
+	// Generate RSA key pair for testing
+	privateKey, err := rsa.GenerateKey(rand.Reader, 2048)
+	if err != nil {
+		b.Fatalf("cannot generate RSA key: %s", err)
+	}
+
+	// Generate public key PEM
+	publicKeyBytes, err := x509.MarshalPKIXPublicKey(&privateKey.PublicKey)
+	if err != nil {
+		b.Fatalf("cannot marshal public key: %s", err)
+	}
+	publicKeyPEM := pem.EncodeToMemory(&pem.Block{
+		Type:  "PUBLIC KEY",
+		Bytes: publicKeyBytes,
+	})
+
+	genToken := func(t *testing.B, body map[string]any, valid bool) string {
+		t.Helper()
+
+		headerJSON, err := json.Marshal(map[string]any{
+			"alg": "RS256",
+			"typ": "JWT",
+		})
+		if err != nil {
+			t.Fatalf("cannot marshal header: %s", err)
+		}
+		headerB64 := base64.RawURLEncoding.EncodeToString(headerJSON)
+
+		bodyJSON, err := json.Marshal(body)
+		if err != nil {
+			t.Fatalf("cannot marshal body: %s", err)
+		}
+		bodyB64 := base64.RawURLEncoding.EncodeToString(bodyJSON)
+
+		payload := headerB64 + "." + bodyB64
+
+		var signatureB64 string
+		if valid {
+			// Create real RSA signature
+			hash := crypto.SHA256
+			h := hash.New()
+			h.Write([]byte(payload))
+			digest := h.Sum(nil)
+
+			signature, err := rsa.SignPKCS1v15(rand.Reader, privateKey, hash, digest)
+			if err != nil {
+				t.Fatalf("cannot sign token: %s", err)
+			}
+			signatureB64 = base64.RawURLEncoding.EncodeToString(signature)
+		} else {
+			signatureB64 = base64.RawURLEncoding.EncodeToString([]byte("invalid_signature"))
+		}
+
+		return payload + "." + signatureB64
+	}
+
+	f := func(name string, cfgStr string, r *http.Request, statusCodeExpected int) {
+		b.Helper()
+
+		b.ReportAllocs()
+		b.ResetTimer()
+		ts := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
+			w.WriteHeader(http.StatusOK)
+			if _, err := w.Write([]byte("path: " + r.URL.Path + "\n")); err != nil {
+				panic(fmt.Errorf("cannot write response: %w", err))
+			}
+		}))
+		defer ts.Close()
+
+		cfgStr = strings.ReplaceAll(cfgStr, "{BACKEND}", ts.URL)
+
+		cfgOrigP := authConfigData.Load()
+		if _, err := reloadAuthConfigData([]byte(cfgStr)); err != nil {
+			b.Fatalf("cannot load config data: %s", err)
+		}
+		defer func() {
+			cfgOrig := []byte("unauthorized_user:\n  url_prefix: http://foo/bar")
+			if cfgOrigP != nil {
+				cfgOrig = *cfgOrigP
+			}
+			_, err := reloadAuthConfigData(cfgOrig)
+			if err != nil {
+				b.Fatalf("cannot load the original config: %s", err)
+			}
+		}()
+
+		b.Run(name, func(b *testing.B) {
+			b.ResetTimer()
+			b.ReportAllocs()
+			b.RunParallel(func(pb *testing.PB) {
+				w := &fakeResponseWriter{}
+				for pb.Next() {
+					w.reset()
+					if !requestHandlerWithInternalRoutes(w, r) {
+						b.Fatalf("unexpected false is returned from requestHandler")
+					}
+					if w.statusCode != statusCodeExpected {
+						b.Fatalf("unexpected response code (-%d;+%d)", statusCodeExpected, w.statusCode)
+					}
+
+				}
+			})
+		})
+	}
+
+	simpleCfgStr := fmt.Sprintf(`
+users:
+- jwt:
+    public_keys:
+    - %q
+  url_prefix: {BACKEND}/foo`, string(publicKeyPEM))
+	noVMAccessClaimToken := genToken(b, nil, true)
+	expiredToken := genToken(b, map[string]any{
+		"exp":       10,
+		"vm_access": map[string]any{},
+	}, true)
+
+	fullToken := genToken(b, map[string]any{
+		"exp":   time.Now().Add(10 * time.Minute).Unix(),
+		"scope": "email id",
+		"vm_access": map[string]any{
+			"extra_labels": map[string]string{
+				"label":  "value1",
+				"label2": "value3",
+			},
+			"extra_filters":      []string{"stream_filter1", "stream_filter2"},
+			"metrics_account_id": 123,
+			"metrics_project_id": 234,
+			"metrics_extra_labels": []string{
+				"label1=value1",
+				"label2=value2",
+			},
+			"metrics_extra_filters": []string{
+				`{label3="value3"}`,
+				`{label4="value4"}`,
+			},
+			"logs_account_id": 345,
+			"logs_project_id": 456,
+			"logs_extra_filters": []string{
+				`{"namespace":"my-app","env":"prod"}`,
+			},
+			"logs_extra_stream_filters": []string{
+				`{"team":"dev"}`,
+			},
+		},
+	}, true)
+
+	// tenant headers are overwritten if set as placeholders
+	// extra_filters extra_stream_filters from vm_access claim merged with statically defined
+	request := httptest.NewRequest(`GET`, "http://some-host.com/query", nil)
+	request.Header.Set(`Authorization`, `Bearer `+fullToken)
+	f("full_template",
+		fmt.Sprintf(`
+users:
+- jwt:
+    public_keys:
+    - %q
+  headers:
+    - "AccountID: {{.LogsAccountID}}"
+    - "ProjectID: {{.LogsProjectID}}"
+  url_prefix: {BACKEND}/select/logsql/?extra_filters=aStaticFilter&extra_stream_filters=aStaticStreamFilter&extra_filters={{.LogsExtraFilters}}&extra_stream_filters={{.LogsExtraStreamFilters}}`, string(publicKeyPEM)),
+		request,
+		http.StatusOK,
+	)
+
+	// token without vm_access claim
+	request = httptest.NewRequest(`GET`, "http://some-host.com/abc", nil)
+	request.Header.Set(`Authorization`, `Bearer `+noVMAccessClaimToken)
+	f("token_without_claim", simpleCfgStr, request, http.StatusUnauthorized)
+
+	// expired token
+	request = httptest.NewRequest(`GET`, "http://some-host.com/abc", nil)
+	request.Header.Set(`Authorization`, `Bearer `+expiredToken)
+	f("expired_token", simpleCfgStr, request, http.StatusUnauthorized)
+}

app/vmauth/oidc.go

@@ -0,0 +1,195 @@
+package main
+
+import (
+	"context"
+	"encoding/json"
+	"errors"
+	"fmt"
+	"io"
+	"net/http"
+	"strings"
+	"sync"
+	"sync/atomic"
+	"time"
+
+	"github.com/VictoriaMetrics/VictoriaMetrics/lib/jwt"
+	"github.com/VictoriaMetrics/VictoriaMetrics/lib/logger"
+	"github.com/VictoriaMetrics/VictoriaMetrics/lib/timeutil"
+)
+
+type oidcConfig struct {
+	Issuer string `yaml:"issuer"`
+}
+
+type oidcDiscovererPool struct {
+	ds map[string]*oidcDiscoverer
+
+	context context.Context
+	cancel  func()
+	wg      *sync.WaitGroup
+}
+
+func (dp *oidcDiscovererPool) createOrAdd(issuer string, vp *atomic.Pointer[jwt.VerifierPool]) {
+	if dp.ds == nil {
+		dp.ds = make(map[string]*oidcDiscoverer)
+		dp.context, dp.cancel = context.WithCancel(context.Background())
+		dp.wg = &sync.WaitGroup{}
+	}
+
+	ds, found := dp.ds[issuer]
+	if !found {
+		ds = &oidcDiscoverer{
+			issuer: issuer,
+		}
+		dp.ds[issuer] = ds
+	}
+
+	ds.vps = append(ds.vps, vp)
+}
+
+func (dp *oidcDiscovererPool) startDiscovery() {
+	if len(dp.ds) == 0 {
+		return
+	}
+
+	for _, d := range dp.ds {
+		dp.wg.Go(func() {
+			if err := d.refreshVerifierPools(dp.context); err != nil {
+				logger.Errorf("failed to initialize OIDC verifier pool at start for issuer %q: %s", d.issuer, err)
+			}
+		})
+	}
+	dp.wg.Wait()
+
+	for _, d := range dp.ds {
+		dp.wg.Go(func() {
+			d.run(dp.context)
+		})
+	}
+}
+
+func (dp *oidcDiscovererPool) stopDiscovery() {
+	if len(dp.ds) == 0 {
+		return
+	}
+
+	dp.cancel()
+	dp.wg.Wait()
+}
+
+type oidcDiscoverer struct {
+	issuer string
+	vps    []*atomic.Pointer[jwt.VerifierPool]
+}
+
+func (d *oidcDiscoverer) run(ctx context.Context) {
+	t := time.NewTimer(timeutil.AddJitterToDuration(time.Second * 10))
+	defer t.Stop()
+
+	for {
+		select {
+		case <-t.C:
+			if err := d.refreshVerifierPools(ctx); errors.Is(err, context.Canceled) {
+				return
+			} else if err != nil {
+				t.Reset(timeutil.AddJitterToDuration(time.Second * 10))
+				logger.Errorf("failed to refresh OIDC verifier pool for issuer %q: %v", d.issuer, err)
+				continue
+			}
+			// OIDC may return Cache-Control header with max-age directive.
+			// It could be used as time range for next refresh.
+			// https://openid.net/specs/openid-connect-core-1_0.html#RotateEncKeys
+			t.Reset(timeutil.AddJitterToDuration(time.Minute * 5))
+		case <-ctx.Done():
+			return
+		}
+	}
+}
+
+func (d *oidcDiscoverer) refreshVerifierPools(ctx context.Context) error {
+	cfg, err := getOpenIDConfiguration(ctx, d.issuer)
+	if err != nil {
+		return err
+	}
+	// The issuer in the OIDC configuration must match the expected issuer.
+	// https://openid.net/specs/openid-connect-core-1_0.html#RotateEncKeys
+	if cfg.Issuer != d.issuer {
+		return fmt.Errorf("openid configuration issuer %q does not match expected issuer %q", cfg.Issuer, d.issuer)
+	}
+
+	verifierPool, err := fetchAndParseJWKs(ctx, cfg.JWKsURI)
+	if err != nil {
+		return err
+	}
+
+	for _, vp := range d.vps {
+		vp.Store(verifierPool)
+	}
+	return nil
+}
+
+// See https://openid.net/specs/openid-connect-discovery-1_0.html#ProviderMetadata for details.
+type openidConfig struct {
+	Issuer  string `json:"issuer"`
+	JWKsURI string `json:"jwks_uri"`
+}
+
+var oidcHTTPClient = &http.Client{
+	Timeout: time.Second * 5,
+}
+
+func fetchAndParseJWKs(ctx context.Context, jwksURI string) (*jwt.VerifierPool, error) {
+	req, err := http.NewRequestWithContext(ctx, http.MethodGet, jwksURI, nil)
+	if err != nil {
+		return nil, fmt.Errorf("failed to create request for fetching jwks keys from %q: %w", jwksURI, err)
+	}
+
+	resp, err := oidcHTTPClient.Do(req)
+	if err != nil {
+		return nil, fmt.Errorf("failed to fetch jwks keys from %q: %w", jwksURI, err)
+	}
+	defer resp.Body.Close()
+
+	if resp.StatusCode != http.StatusOK {
+		return nil, fmt.Errorf("unexpected status code %d when fetching jwks keys from %q", resp.StatusCode, jwksURI)
+	}
+
+	b, err := io.ReadAll(resp.Body)
+	if err != nil {
+		return nil, fmt.Errorf("failed to read response body from %q: %w", jwksURI, err)
+	}
+
+	vp, err := jwt.ParseJWKs(b)
+	if err != nil {
+		return nil, fmt.Errorf("failed to parse jwks keys from %q: %v", jwksURI, err)
+	}
+
+	return vp, nil
+}
+
+func getOpenIDConfiguration(ctx context.Context, issuer string) (openidConfig, error) {
+	issuer, _ = strings.CutSuffix(issuer, "/")
+	configURL := fmt.Sprintf("%s/.well-known/openid-configuration", issuer)
+
+	req, err := http.NewRequestWithContext(ctx, http.MethodGet, configURL, nil)
+	if err != nil {
+		return openidConfig{}, fmt.Errorf("failed to create request for fetching openid config from %q: %w", configURL, err)
+	}
+
+	resp, err := oidcHTTPClient.Do(req)
+	if err != nil {
+		return openidConfig{}, fmt.Errorf("failed to fetch openid config from %q: %w", configURL, err)
+	}
+	defer resp.Body.Close()
+
+	if resp.StatusCode != http.StatusOK {
+		return openidConfig{}, fmt.Errorf("unexpected status code %d when fetching openid config from %q", resp.StatusCode, configURL)
+	}
+
+	var cfg openidConfig
+	if err := json.NewDecoder(resp.Body).Decode(&cfg); err != nil {
+		return openidConfig{}, fmt.Errorf("failed to decode openid config from %q: %s", configURL, err)
+	}
+
+	return cfg, nil
+}

app/vmselect/main.go

@@ -474,19 +474,23 @@ func selectHandler(qt *querytracer.Tracer, startTime time.Time, w http.ResponseW
 		return true
 	case "graphite/tags/tagSeries":
 		graphiteTagsTagSeriesRequests.Inc()
-		if err := graphite.TagsTagSeriesHandler(startTime, at, w, r); err != nil {
-			graphiteTagsTagSeriesErrors.Inc()
-			httpserver.Errorf(w, r, "%s", err)
-			return true
+		err := &httpserver.ErrorWithStatusCode{
+			Err: fmt.Errorf("graphite tag registration has been disabled and is planned to be removed in future. " +
+				"See: https://github.com/VictoriaMetrics/VictoriaMetrics/issues/10544"),
+			StatusCode: http.StatusNotImplemented,
 		}
+		graphiteTagsTagSeriesErrors.Inc()
+		httpserver.Errorf(w, r, "%s", err)
 		return true
 	case "graphite/tags/tagMultiSeries":
 		graphiteTagsTagMultiSeriesRequests.Inc()
-		if err := graphite.TagsTagMultiSeriesHandler(startTime, at, w, r); err != nil {
-			graphiteTagsTagMultiSeriesErrors.Inc()
-			httpserver.Errorf(w, r, "%s", err)
-			return true
+		err := &httpserver.ErrorWithStatusCode{
+			Err: fmt.Errorf("graphite tag registration has been disabled and is planned to be removed in future. " +
+				"See: https://github.com/VictoriaMetrics/VictoriaMetrics/issues/10544"),
+			StatusCode: http.StatusNotImplemented,
 		}
+		graphiteTagsTagMultiSeriesErrors.Inc()
+		httpserver.Errorf(w, r, "%s", err)
 		return true
 	case "graphite/tags":
 		graphiteTagsRequests.Inc()

app/vmselect/netstorage/netstorage.go

@@ -16,6 +16,7 @@ import (
 	"strings"
 	"sync"
 	"sync/atomic"
+	"syscall"
 	"time"
 	"unsafe"
 
@@ -2470,7 +2471,7 @@ func (sn *storageNode) processSearchQuery(qt *querytracer.Tracer, requestData []
 
 func (sn *storageNode) execOnConnWithPossibleRetry(qt *querytracer.Tracer, funcName string, f func(bc *handshake.BufferedConn) error, deadline searchutil.Deadline) error {
 	qtChild := qt.NewChild("rpc call %s()", funcName)
-	err := sn.execOnConn(qtChild, funcName, f, deadline)
+	err := sn.execOnConn(qtChild, funcName, f, deadline, false)
 	defer qtChild.Done()
 	if err == nil {
 		return nil
@@ -2490,14 +2491,22 @@ func (sn *storageNode) execOnConnWithPossibleRetry(qt *querytracer.Tracer, funcN
 	}
 	// Repeat the query in the hope the error was temporary.
 	qtRetry := qtChild.NewChild("retry rpc call %s() after error", funcName)
-	err = sn.execOnConn(qtRetry, funcName, f, deadline)
+	// Retry with a new connection if the error is io.EOF, "broken pipe", or "reset by peer".
+	// These errors usually indicate that the connection was closed by vmstorage
+	// during a rolling restart but is still present in the
+	// connection pool. Reusing such stale connections may cause query failures
+	// or partial responses. Dialing a new connection allows the request to
+	// proceed without waiting for the broken connection to be evicted from the pool.
+	// See https://github.com/VictoriaMetrics/VictoriaMetrics/issues/10314
+	dialConn := errors.Is(err, io.EOF) || errors.Is(err, syscall.EPIPE) || errors.Is(err, syscall.ECONNRESET)
+	err = sn.execOnConn(qtRetry, funcName, f, deadline, dialConn)
 	qtRetry.Done()
 	return err
 }
 
 var errCannotObtainConn = fmt.Errorf("cannot obtain connection from a pool")
 
-func (sn *storageNode) execOnConn(qt *querytracer.Tracer, funcName string, f func(bc *handshake.BufferedConn) error, deadline searchutil.Deadline) error {
+func (sn *storageNode) execOnConn(qt *querytracer.Tracer, funcName string, f func(bc *handshake.BufferedConn) error, deadline searchutil.Deadline, forceNew bool) error {
 	sn.concurrentQueries.Inc()
 	defer sn.concurrentQueries.Dec()
 
@@ -2508,7 +2517,13 @@ func (sn *storageNode) execOnConn(qt *querytracer.Tracer, funcName string, f fun
 	if timeout <= 0 {
 		return fmt.Errorf("request timeout reached: %s", deadline.String())
 	}
-	bc, err := sn.connPool.Get()
+	var bc *handshake.BufferedConn
+	var err error
+	if forceNew {
+		bc, err = sn.connPool.Dial()
+	} else {
+		bc, err = sn.connPool.Get()
+	}
 	if err != nil {
 		return fmt.Errorf("%w: %w", errCannotObtainConn, err)
 	}

app/vmselect/vmui/index.html

@@ -37,10 +37,10 @@
   <meta property="og:title" content="UI for VictoriaMetrics">
   <meta property="og:url" content="https://victoriametrics.com/">
   <meta property="og:description" content="Explore and troubleshoot your VictoriaMetrics data">
-  <script type="module" crossorigin src="./assets/index-DIRuq0ns.js"></script>
+  <script type="module" crossorigin src="./assets/index-DeVEZ1fy.js"></script>
   <link rel="modulepreload" crossorigin href="./assets/vendor-BR6Q0Fin.js">
   <link rel="stylesheet" crossorigin href="./assets/vendor-D1GxaB_c.css">
-  <link rel="stylesheet" crossorigin href="./assets/index-D7CzMv1O.css">
+  <link rel="stylesheet" crossorigin href="./assets/index-DffVfcrT.css">
 </head>
 <body>
 <noscript>You need to enable JavaScript to run this app.</noscript>

app/vmui/Dockerfile-web

@@ -1,4 +1,4 @@
-FROM golang:1.26.0 AS build-web-stage
+FROM golang:1.26.1 AS build-web-stage
 COPY build /build
 
 WORKDIR /build

app/vmui/packages/vmui/package-lock.json

@@ -1681,9 +1681,9 @@
       }
     },
     "node_modules/@rollup/rollup-android-arm-eabi": {
-      "version": "4.52.5",
-      "resolved": "https://registry.npmjs.org/@rollup/rollup-android-arm-eabi/-/rollup-android-arm-eabi-4.52.5.tgz",
-      "integrity": "sha512-8c1vW4ocv3UOMp9K+gToY5zL2XiiVw3k7f1ksf4yO1FlDFQ1C2u72iACFnSOceJFsWskc2WZNqeRhFRPzv+wtQ==",
+      "version": "4.59.0",
+      "resolved": "https://registry.npmjs.org/@rollup/rollup-android-arm-eabi/-/rollup-android-arm-eabi-4.59.0.tgz",
+      "integrity": "sha512-upnNBkA6ZH2VKGcBj9Fyl9IGNPULcjXRlg0LLeaioQWueH30p6IXtJEbKAgvyv+mJaMxSm1l6xwDXYjpEMiLMg==",
       "cpu": [
         "arm"
       ],
@@ -1694,9 +1694,9 @@
       ]
     },
     "node_modules/@rollup/rollup-android-arm64": {
-      "version": "4.52.5",
-      "resolved": "https://registry.npmjs.org/@rollup/rollup-android-arm64/-/rollup-android-arm64-4.52.5.tgz",
-      "integrity": "sha512-mQGfsIEFcu21mvqkEKKu2dYmtuSZOBMmAl5CFlPGLY94Vlcm+zWApK7F/eocsNzp8tKmbeBP8yXyAbx0XHsFNA==",
+      "version": "4.59.0",
+      "resolved": "https://registry.npmjs.org/@rollup/rollup-android-arm64/-/rollup-android-arm64-4.59.0.tgz",
+      "integrity": "sha512-hZ+Zxj3SySm4A/DylsDKZAeVg0mvi++0PYVceVyX7hemkw7OreKdCvW2oQ3T1FMZvCaQXqOTHb8qmBShoqk69Q==",
       "cpu": [
         "arm64"
       ],
@@ -1707,9 +1707,9 @@
       ]
     },
     "node_modules/@rollup/rollup-darwin-arm64": {
-      "version": "4.52.5",
-      "resolved": "https://registry.npmjs.org/@rollup/rollup-darwin-arm64/-/rollup-darwin-arm64-4.52.5.tgz",
-      "integrity": "sha512-takF3CR71mCAGA+v794QUZ0b6ZSrgJkArC+gUiG6LB6TQty9T0Mqh3m2ImRBOxS2IeYBo4lKWIieSvnEk2OQWA==",
+      "version": "4.59.0",
+      "resolved": "https://registry.npmjs.org/@rollup/rollup-darwin-arm64/-/rollup-darwin-arm64-4.59.0.tgz",
+      "integrity": "sha512-W2Psnbh1J8ZJw0xKAd8zdNgF9HRLkdWwwdWqubSVk0pUuQkoHnv7rx4GiF9rT4t5DIZGAsConRE3AxCdJ4m8rg==",
       "cpu": [
         "arm64"
       ],
@@ -1720,9 +1720,9 @@
       ]
     },
     "node_modules/@rollup/rollup-darwin-x64": {
-      "version": "4.52.5",
-      "resolved": "https://registry.npmjs.org/@rollup/rollup-darwin-x64/-/rollup-darwin-x64-4.52.5.tgz",
-      "integrity": "sha512-W901Pla8Ya95WpxDn//VF9K9u2JbocwV/v75TE0YIHNTbhqUTv9w4VuQ9MaWlNOkkEfFwkdNhXgcLqPSmHy0fA==",
+      "version": "4.59.0",
+      "resolved": "https://registry.npmjs.org/@rollup/rollup-darwin-x64/-/rollup-darwin-x64-4.59.0.tgz",
+      "integrity": "sha512-ZW2KkwlS4lwTv7ZVsYDiARfFCnSGhzYPdiOU4IM2fDbL+QGlyAbjgSFuqNRbSthybLbIJ915UtZBtmuLrQAT/w==",
       "cpu": [
         "x64"
       ],
@@ -1733,9 +1733,9 @@
       ]
     },
     "node_modules/@rollup/rollup-freebsd-arm64": {
-      "version": "4.52.5",
-      "resolved": "https://registry.npmjs.org/@rollup/rollup-freebsd-arm64/-/rollup-freebsd-arm64-4.52.5.tgz",
-      "integrity": "sha512-QofO7i7JycsYOWxe0GFqhLmF6l1TqBswJMvICnRUjqCx8b47MTo46W8AoeQwiokAx3zVryVnxtBMcGcnX12LvA==",
+      "version": "4.59.0",
+      "resolved": "https://registry.npmjs.org/@rollup/rollup-freebsd-arm64/-/rollup-freebsd-arm64-4.59.0.tgz",
+      "integrity": "sha512-EsKaJ5ytAu9jI3lonzn3BgG8iRBjV4LxZexygcQbpiU0wU0ATxhNVEpXKfUa0pS05gTcSDMKpn3Sx+QB9RlTTA==",
       "cpu": [
         "arm64"
       ],
@@ -1746,9 +1746,9 @@
       ]
     },
     "node_modules/@rollup/rollup-freebsd-x64": {
-      "version": "4.52.5",
-      "resolved": "https://registry.npmjs.org/@rollup/rollup-freebsd-x64/-/rollup-freebsd-x64-4.52.5.tgz",
-      "integrity": "sha512-jr21b/99ew8ujZubPo9skbrItHEIE50WdV86cdSoRkKtmWa+DDr6fu2c/xyRT0F/WazZpam6kk7IHBerSL7LDQ==",
+      "version": "4.59.0",
+      "resolved": "https://registry.npmjs.org/@rollup/rollup-freebsd-x64/-/rollup-freebsd-x64-4.59.0.tgz",
+      "integrity": "sha512-d3DuZi2KzTMjImrxoHIAODUZYoUUMsuUiY4SRRcJy6NJoZ6iIqWnJu9IScV9jXysyGMVuW+KNzZvBLOcpdl3Vg==",
       "cpu": [
         "x64"
       ],
@@ -1759,9 +1759,9 @@
       ]
     },
     "node_modules/@rollup/rollup-linux-arm-gnueabihf": {
-      "version": "4.52.5",
-      "resolved": "https://registry.npmjs.org/@rollup/rollup-linux-arm-gnueabihf/-/rollup-linux-arm-gnueabihf-4.52.5.tgz",
-      "integrity": "sha512-PsNAbcyv9CcecAUagQefwX8fQn9LQ4nZkpDboBOttmyffnInRy8R8dSg6hxxl2Re5QhHBf6FYIDhIj5v982ATQ==",
+      "version": "4.59.0",
+      "resolved": "https://registry.npmjs.org/@rollup/rollup-linux-arm-gnueabihf/-/rollup-linux-arm-gnueabihf-4.59.0.tgz",
+      "integrity": "sha512-t4ONHboXi/3E0rT6OZl1pKbl2Vgxf9vJfWgmUoCEVQVxhW6Cw/c8I6hbbu7DAvgp82RKiH7TpLwxnJeKv2pbsw==",
       "cpu": [
         "arm"
       ],
@@ -1772,9 +1772,9 @@
       ]
     },
     "node_modules/@rollup/rollup-linux-arm-musleabihf": {
-      "version": "4.52.5",
-      "resolved": "https://registry.npmjs.org/@rollup/rollup-linux-arm-musleabihf/-/rollup-linux-arm-musleabihf-4.52.5.tgz",
-      "integrity": "sha512-Fw4tysRutyQc/wwkmcyoqFtJhh0u31K+Q6jYjeicsGJJ7bbEq8LwPWV/w0cnzOqR2m694/Af6hpFayLJZkG2VQ==",
+      "version": "4.59.0",
+      "resolved": "https://registry.npmjs.org/@rollup/rollup-linux-arm-musleabihf/-/rollup-linux-arm-musleabihf-4.59.0.tgz",
+      "integrity": "sha512-CikFT7aYPA2ufMD086cVORBYGHffBo4K8MQ4uPS/ZnY54GKj36i196u8U+aDVT2LX4eSMbyHtyOh7D7Zvk2VvA==",
       "cpu": [
         "arm"
       ],
@@ -1785,9 +1785,9 @@
       ]
     },
     "node_modules/@rollup/rollup-linux-arm64-gnu": {
-      "version": "4.52.5",
-      "resolved": "https://registry.npmjs.org/@rollup/rollup-linux-arm64-gnu/-/rollup-linux-arm64-gnu-4.52.5.tgz",
-      "integrity": "sha512-a+3wVnAYdQClOTlyapKmyI6BLPAFYs0JM8HRpgYZQO02rMR09ZcV9LbQB+NL6sljzG38869YqThrRnfPMCDtZg==",
+      "version": "4.59.0",
+      "resolved": "https://registry.npmjs.org/@rollup/rollup-linux-arm64-gnu/-/rollup-linux-arm64-gnu-4.59.0.tgz",
+      "integrity": "sha512-jYgUGk5aLd1nUb1CtQ8E+t5JhLc9x5WdBKew9ZgAXg7DBk0ZHErLHdXM24rfX+bKrFe+Xp5YuJo54I5HFjGDAA==",
       "cpu": [
         "arm64"
       ],
@@ -1798,9 +1798,9 @@
       ]
     },
     "node_modules/@rollup/rollup-linux-arm64-musl": {
-      "version": "4.52.5",
-      "resolved": "https://registry.npmjs.org/@rollup/rollup-linux-arm64-musl/-/rollup-linux-arm64-musl-4.52.5.tgz",
-      "integrity": "sha512-AvttBOMwO9Pcuuf7m9PkC1PUIKsfaAJ4AYhy944qeTJgQOqJYJ9oVl2nYgY7Rk0mkbsuOpCAYSs6wLYB2Xiw0Q==",
+      "version": "4.59.0",
+      "resolved": "https://registry.npmjs.org/@rollup/rollup-linux-arm64-musl/-/rollup-linux-arm64-musl-4.59.0.tgz",
+      "integrity": "sha512-peZRVEdnFWZ5Bh2KeumKG9ty7aCXzzEsHShOZEFiCQlDEepP1dpUl/SrUNXNg13UmZl+gzVDPsiCwnV1uI0RUA==",
       "cpu": [
         "arm64"
       ],
@@ -1811,9 +1811,22 @@
       ]
     },
     "node_modules/@rollup/rollup-linux-loong64-gnu": {
-      "version": "4.52.5",
-      "resolved": "https://registry.npmjs.org/@rollup/rollup-linux-loong64-gnu/-/rollup-linux-loong64-gnu-4.52.5.tgz",
-      "integrity": "sha512-DkDk8pmXQV2wVrF6oq5tONK6UHLz/XcEVow4JTTerdeV1uqPeHxwcg7aFsfnSm9L+OO8WJsWotKM2JJPMWrQtA==",
+      "version": "4.59.0",
+      "resolved": "https://registry.npmjs.org/@rollup/rollup-linux-loong64-gnu/-/rollup-linux-loong64-gnu-4.59.0.tgz",
+      "integrity": "sha512-gbUSW/97f7+r4gHy3Jlup8zDG190AuodsWnNiXErp9mT90iCy9NKKU0Xwx5k8VlRAIV2uU9CsMnEFg/xXaOfXg==",
+      "cpu": [
+        "loong64"
+      ],
+      "license": "MIT",
+      "optional": true,
+      "os": [
+        "linux"
+      ]
+    },
+    "node_modules/@rollup/rollup-linux-loong64-musl": {
+      "version": "4.59.0",
+      "resolved": "https://registry.npmjs.org/@rollup/rollup-linux-loong64-musl/-/rollup-linux-loong64-musl-4.59.0.tgz",
+      "integrity": "sha512-yTRONe79E+o0FWFijasoTjtzG9EBedFXJMl888NBEDCDV9I2wGbFFfJQQe63OijbFCUZqxpHz1GzpbtSFikJ4Q==",
       "cpu": [
         "loong64"
       ],
@@ -1824,9 +1837,22 @@
       ]
     },
     "node_modules/@rollup/rollup-linux-ppc64-gnu": {
-      "version": "4.52.5",
-      "resolved": "https://registry.npmjs.org/@rollup/rollup-linux-ppc64-gnu/-/rollup-linux-ppc64-gnu-4.52.5.tgz",
-      "integrity": "sha512-W/b9ZN/U9+hPQVvlGwjzi+Wy4xdoH2I8EjaCkMvzpI7wJUs8sWJ03Rq96jRnHkSrcHTpQe8h5Tg3ZzUPGauvAw==",
+      "version": "4.59.0",
+      "resolved": "https://registry.npmjs.org/@rollup/rollup-linux-ppc64-gnu/-/rollup-linux-ppc64-gnu-4.59.0.tgz",
+      "integrity": "sha512-sw1o3tfyk12k3OEpRddF68a1unZ5VCN7zoTNtSn2KndUE+ea3m3ROOKRCZxEpmT9nsGnogpFP9x6mnLTCaoLkA==",
+      "cpu": [
+        "ppc64"
+      ],
+      "license": "MIT",
+      "optional": true,
+      "os": [
+        "linux"
+      ]
+    },
+    "node_modules/@rollup/rollup-linux-ppc64-musl": {
+      "version": "4.59.0",
+      "resolved": "https://registry.npmjs.org/@rollup/rollup-linux-ppc64-musl/-/rollup-linux-ppc64-musl-4.59.0.tgz",
+      "integrity": "sha512-+2kLtQ4xT3AiIxkzFVFXfsmlZiG5FXYW7ZyIIvGA7Bdeuh9Z0aN4hVyXS/G1E9bTP/vqszNIN/pUKCk/BTHsKA==",
       "cpu": [
         "ppc64"
       ],
@@ -1837,9 +1863,9 @@
       ]
     },
     "node_modules/@rollup/rollup-linux-riscv64-gnu": {
-      "version": "4.52.5",
-      "resolved": "https://registry.npmjs.org/@rollup/rollup-linux-riscv64-gnu/-/rollup-linux-riscv64-gnu-4.52.5.tgz",
-      "integrity": "sha512-sjQLr9BW7R/ZiXnQiWPkErNfLMkkWIoCz7YMn27HldKsADEKa5WYdobaa1hmN6slu9oWQbB6/jFpJ+P2IkVrmw==",
+      "version": "4.59.0",
+      "resolved": "https://registry.npmjs.org/@rollup/rollup-linux-riscv64-gnu/-/rollup-linux-riscv64-gnu-4.59.0.tgz",
+      "integrity": "sha512-NDYMpsXYJJaj+I7UdwIuHHNxXZ/b/N2hR15NyH3m2qAtb/hHPA4g4SuuvrdxetTdndfj9b1WOmy73kcPRoERUg==",
       "cpu": [
         "riscv64"
       ],
@@ -1850,9 +1876,9 @@
       ]
     },
     "node_modules/@rollup/rollup-linux-riscv64-musl": {
-      "version": "4.52.5",
-      "resolved": "https://registry.npmjs.org/@rollup/rollup-linux-riscv64-musl/-/rollup-linux-riscv64-musl-4.52.5.tgz",
-      "integrity": "sha512-hq3jU/kGyjXWTvAh2awn8oHroCbrPm8JqM7RUpKjalIRWWXE01CQOf/tUNWNHjmbMHg/hmNCwc/Pz3k1T/j/Lg==",
+      "version": "4.59.0",
+      "resolved": "https://registry.npmjs.org/@rollup/rollup-linux-riscv64-musl/-/rollup-linux-riscv64-musl-4.59.0.tgz",
+      "integrity": "sha512-nLckB8WOqHIf1bhymk+oHxvM9D3tyPndZH8i8+35p/1YiVoVswPid2yLzgX7ZJP0KQvnkhM4H6QZ5m0LzbyIAg==",
       "cpu": [
         "riscv64"
       ],
@@ -1863,9 +1889,9 @@
       ]
     },
     "node_modules/@rollup/rollup-linux-s390x-gnu": {
-      "version": "4.52.5",
-      "resolved": "https://registry.npmjs.org/@rollup/rollup-linux-s390x-gnu/-/rollup-linux-s390x-gnu-4.52.5.tgz",
-      "integrity": "sha512-gn8kHOrku8D4NGHMK1Y7NA7INQTRdVOntt1OCYypZPRt6skGbddska44K8iocdpxHTMMNui5oH4elPH4QOLrFQ==",
+      "version": "4.59.0",
+      "resolved": "https://registry.npmjs.org/@rollup/rollup-linux-s390x-gnu/-/rollup-linux-s390x-gnu-4.59.0.tgz",
+      "integrity": "sha512-oF87Ie3uAIvORFBpwnCvUzdeYUqi2wY6jRFWJAy1qus/udHFYIkplYRW+wo+GRUP4sKzYdmE1Y3+rY5Gc4ZO+w==",
       "cpu": [
         "s390x"
       ],
@@ -1876,9 +1902,9 @@
       ]
     },
     "node_modules/@rollup/rollup-linux-x64-gnu": {
-      "version": "4.52.5",
-      "resolved": "https://registry.npmjs.org/@rollup/rollup-linux-x64-gnu/-/rollup-linux-x64-gnu-4.52.5.tgz",
-      "integrity": "sha512-hXGLYpdhiNElzN770+H2nlx+jRog8TyynpTVzdlc6bndktjKWyZyiCsuDAlpd+j+W+WNqfcyAWz9HxxIGfZm1Q==",
+      "version": "4.59.0",
+      "resolved": "https://registry.npmjs.org/@rollup/rollup-linux-x64-gnu/-/rollup-linux-x64-gnu-4.59.0.tgz",
+      "integrity": "sha512-3AHmtQq/ppNuUspKAlvA8HtLybkDflkMuLK4DPo77DfthRb71V84/c4MlWJXixZz4uruIH4uaa07IqoAkG64fg==",
       "cpu": [
         "x64"
       ],
@@ -1889,9 +1915,9 @@
       ]
     },
     "node_modules/@rollup/rollup-linux-x64-musl": {
-      "version": "4.52.5",
-      "resolved": "https://registry.npmjs.org/@rollup/rollup-linux-x64-musl/-/rollup-linux-x64-musl-4.52.5.tgz",
-      "integrity": "sha512-arCGIcuNKjBoKAXD+y7XomR9gY6Mw7HnFBv5Rw7wQRvwYLR7gBAgV7Mb2QTyjXfTveBNFAtPt46/36vV9STLNg==",
+      "version": "4.59.0",
+      "resolved": "https://registry.npmjs.org/@rollup/rollup-linux-x64-musl/-/rollup-linux-x64-musl-4.59.0.tgz",
+      "integrity": "sha512-2UdiwS/9cTAx7qIUZB/fWtToJwvt0Vbo0zmnYt7ED35KPg13Q0ym1g442THLC7VyI6JfYTP4PiSOWyoMdV2/xg==",
       "cpu": [
         "x64"
       ],
@@ -1901,10 +1927,23 @@
         "linux"
       ]
     },
+    "node_modules/@rollup/rollup-openbsd-x64": {
+      "version": "4.59.0",
+      "resolved": "https://registry.npmjs.org/@rollup/rollup-openbsd-x64/-/rollup-openbsd-x64-4.59.0.tgz",
+      "integrity": "sha512-M3bLRAVk6GOwFlPTIxVBSYKUaqfLrn8l0psKinkCFxl4lQvOSz8ZrKDz2gxcBwHFpci0B6rttydI4IpS4IS/jQ==",
+      "cpu": [
+        "x64"
+      ],
+      "license": "MIT",
+      "optional": true,
+      "os": [
+        "openbsd"
+      ]
+    },
     "node_modules/@rollup/rollup-openharmony-arm64": {
-      "version": "4.52.5",
-      "resolved": "https://registry.npmjs.org/@rollup/rollup-openharmony-arm64/-/rollup-openharmony-arm64-4.52.5.tgz",
-      "integrity": "sha512-QoFqB6+/9Rly/RiPjaomPLmR/13cgkIGfA40LHly9zcH1S0bN2HVFYk3a1eAyHQyjs3ZJYlXvIGtcCs5tko9Cw==",
+      "version": "4.59.0",
+      "resolved": "https://registry.npmjs.org/@rollup/rollup-openharmony-arm64/-/rollup-openharmony-arm64-4.59.0.tgz",
+      "integrity": "sha512-tt9KBJqaqp5i5HUZzoafHZX8b5Q2Fe7UjYERADll83O4fGqJ49O1FsL6LpdzVFQcpwvnyd0i+K/VSwu/o/nWlA==",
       "cpu": [
         "arm64"
       ],
@@ -1915,9 +1954,9 @@
       ]
     },
     "node_modules/@rollup/rollup-win32-arm64-msvc": {
-      "version": "4.52.5",
-      "resolved": "https://registry.npmjs.org/@rollup/rollup-win32-arm64-msvc/-/rollup-win32-arm64-msvc-4.52.5.tgz",
-      "integrity": "sha512-w0cDWVR6MlTstla1cIfOGyl8+qb93FlAVutcor14Gf5Md5ap5ySfQ7R9S/NjNaMLSFdUnKGEasmVnu3lCMqB7w==",
+      "version": "4.59.0",
+      "resolved": "https://registry.npmjs.org/@rollup/rollup-win32-arm64-msvc/-/rollup-win32-arm64-msvc-4.59.0.tgz",
+      "integrity": "sha512-V5B6mG7OrGTwnxaNUzZTDTjDS7F75PO1ae6MJYdiMu60sq0CqN5CVeVsbhPxalupvTX8gXVSU9gq+Rx1/hvu6A==",
       "cpu": [
         "arm64"
       ],
@@ -1928,9 +1967,9 @@
       ]
     },
     "node_modules/@rollup/rollup-win32-ia32-msvc": {
-      "version": "4.52.5",
-      "resolved": "https://registry.npmjs.org/@rollup/rollup-win32-ia32-msvc/-/rollup-win32-ia32-msvc-4.52.5.tgz",
-      "integrity": "sha512-Aufdpzp7DpOTULJCuvzqcItSGDH73pF3ko/f+ckJhxQyHtp67rHw3HMNxoIdDMUITJESNE6a8uh4Lo4SLouOUg==",
+      "version": "4.59.0",
+      "resolved": "https://registry.npmjs.org/@rollup/rollup-win32-ia32-msvc/-/rollup-win32-ia32-msvc-4.59.0.tgz",
+      "integrity": "sha512-UKFMHPuM9R0iBegwzKF4y0C4J9u8C6MEJgFuXTBerMk7EJ92GFVFYBfOZaSGLu6COf7FxpQNqhNS4c4icUPqxA==",
       "cpu": [
         "ia32"
       ],
@@ -1941,9 +1980,9 @@
       ]
     },
     "node_modules/@rollup/rollup-win32-x64-gnu": {
-      "version": "4.52.5",
-      "resolved": "https://registry.npmjs.org/@rollup/rollup-win32-x64-gnu/-/rollup-win32-x64-gnu-4.52.5.tgz",
-      "integrity": "sha512-UGBUGPFp1vkj6p8wCRraqNhqwX/4kNQPS57BCFc8wYh0g94iVIW33wJtQAx3G7vrjjNtRaxiMUylM0ktp/TRSQ==",
+      "version": "4.59.0",
+      "resolved": "https://registry.npmjs.org/@rollup/rollup-win32-x64-gnu/-/rollup-win32-x64-gnu-4.59.0.tgz",
+      "integrity": "sha512-laBkYlSS1n2L8fSo1thDNGrCTQMmxjYY5G0WFWjFFYZkKPjsMBsgJfGf4TLxXrF6RyhI60L8TMOjBMvXiTcxeA==",
       "cpu": [
         "x64"
       ],
@@ -1954,9 +1993,9 @@
       ]
     },
     "node_modules/@rollup/rollup-win32-x64-msvc": {
-      "version": "4.52.5",
-      "resolved": "https://registry.npmjs.org/@rollup/rollup-win32-x64-msvc/-/rollup-win32-x64-msvc-4.52.5.tgz",
-      "integrity": "sha512-TAcgQh2sSkykPRWLrdyy2AiceMckNf5loITqXxFI5VuQjS5tSuw3WlwdN8qv8vzjLAUTvYaH/mVjSFpbkFbpTg==",
+      "version": "4.59.0",
+      "resolved": "https://registry.npmjs.org/@rollup/rollup-win32-x64-msvc/-/rollup-win32-x64-msvc-4.59.0.tgz",
+      "integrity": "sha512-2HRCml6OztYXyJXAvdDXPKcawukWY2GpR5/nxKp4iBgiO3wcoEGkAaqctIbZcNB6KlUQBIqt8VYkNSj2397EfA==",
       "cpu": [
         "x64"
       ],
@@ -2377,13 +2416,13 @@
       }
     },
     "node_modules/@typescript-eslint/typescript-estree/node_modules/minimatch": {
-      "version": "9.0.5",
-      "resolved": "https://registry.npmjs.org/minimatch/-/minimatch-9.0.5.tgz",
-      "integrity": "sha512-G6T0ZX48xgozx7587koeX9Ys2NYy6Gmv//P89sEte9V9whIapMNF4idKxnW2QtCcLiTWlb/wfCabAtAFWhhBow==",
+      "version": "9.0.9",
+      "resolved": "https://registry.npmjs.org/minimatch/-/minimatch-9.0.9.tgz",
+      "integrity": "sha512-OBwBN9AL4dqmETlpS2zasx+vTeWclWzkblfZk7KTA5j3jeOONz/tRCnZomUyvNg83wL5Zv9Ss6HMJXAgL8R2Yg==",
       "dev": true,
       "license": "ISC",
       "dependencies": {
-        "brace-expansion": "^2.0.1"
+        "brace-expansion": "^2.0.2"
       },
       "engines": {
         "node": ">=16 || 14 >=14.17"
@@ -4617,9 +4656,9 @@
       }
     },
     "node_modules/immutable": {
-      "version": "5.1.4",
-      "resolved": "https://registry.npmjs.org/immutable/-/immutable-5.1.4.tgz",
-      "integrity": "sha512-p6u1bG3YSnINT5RQmx/yRZBpenIl30kVxkTLDyHLIMk0gict704Q9n+thfDI7lTRm9vXdDYutVzXhzcThxTnXA==",
+      "version": "5.1.5",
+      "resolved": "https://registry.npmjs.org/immutable/-/immutable-5.1.5.tgz",
+      "integrity": "sha512-t7xcm2siw+hlUM68I+UEOK+z84RzmN59as9DZ7P1l0994DKUWV7UXBMQZVxaoMSRQ+PBZbHCOoBt7a2wxOMt+A==",
       "devOptional": true,
       "license": "MIT"
     },
@@ -5458,9 +5497,9 @@
       }
     },
     "node_modules/minimatch": {
-      "version": "3.1.2",
-      "resolved": "https://registry.npmjs.org/minimatch/-/minimatch-3.1.2.tgz",
-      "integrity": "sha512-J7p63hRiAjw1NDEww1W7i37+ByIrOWO5XQQAzZ3VOcL0PNybwpfmV/N05zFAzwQ9USyEcX6t3UO+K5aqBQOIHw==",
+      "version": "3.1.5",
+      "resolved": "https://registry.npmjs.org/minimatch/-/minimatch-3.1.5.tgz",
+      "integrity": "sha512-VgjWUsnnT6n+NUk6eZq77zeFdpW2LWDzP6zFGrCbHXiYNul5Dzqk2HHQ5uFH2DNW5Xbp8+jVzaeNt94ssEEl4w==",
       "dev": true,
       "license": "ISC",
       "dependencies": {
@@ -6180,9 +6219,9 @@
       }
     },
     "node_modules/rollup": {
-      "version": "4.52.5",
-      "resolved": "https://registry.npmjs.org/rollup/-/rollup-4.52.5.tgz",
-      "integrity": "sha512-3GuObel8h7Kqdjt0gxkEzaifHTqLVW56Y/bjN7PSQtkKr0w3V/QYSdt6QWYtd7A1xUtYQigtdUfgj1RvWVtorw==",
+      "version": "4.59.0",
+      "resolved": "https://registry.npmjs.org/rollup/-/rollup-4.59.0.tgz",
+      "integrity": "sha512-2oMpl67a3zCH9H79LeMcbDhXW/UmWG/y2zuqnF2jQq5uq9TbM9TVyXvA4+t+ne2IIkBdrLpAaRQAvo7YI/Yyeg==",
       "license": "MIT",
       "dependencies": {
         "@types/estree": "1.0.8"
@@ -6195,28 +6234,31 @@
         "npm": ">=8.0.0"
       },
       "optionalDependencies": {
-        "@rollup/rollup-android-arm-eabi": "4.52.5",
-        "@rollup/rollup-android-arm64": "4.52.5",
-        "@rollup/rollup-darwin-arm64": "4.52.5",
-        "@rollup/rollup-darwin-x64": "4.52.5",
-        "@rollup/rollup-freebsd-arm64": "4.52.5",
-        "@rollup/rollup-freebsd-x64": "4.52.5",
-        "@rollup/rollup-linux-arm-gnueabihf": "4.52.5",
-        "@rollup/rollup-linux-arm-musleabihf": "4.52.5",
-        "@rollup/rollup-linux-arm64-gnu": "4.52.5",
-        "@rollup/rollup-linux-arm64-musl": "4.52.5",
-        "@rollup/rollup-linux-loong64-gnu": "4.52.5",
-        "@rollup/rollup-linux-ppc64-gnu": "4.52.5",
-        "@rollup/rollup-linux-riscv64-gnu": "4.52.5",
-        "@rollup/rollup-linux-riscv64-musl": "4.52.5",
-        "@rollup/rollup-linux-s390x-gnu": "4.52.5",
-        "@rollup/rollup-linux-x64-gnu": "4.52.5",
-        "@rollup/rollup-linux-x64-musl": "4.52.5",
-        "@rollup/rollup-openharmony-arm64": "4.52.5",
-        "@rollup/rollup-win32-arm64-msvc": "4.52.5",
-        "@rollup/rollup-win32-ia32-msvc": "4.52.5",
-        "@rollup/rollup-win32-x64-gnu": "4.52.5",
-        "@rollup/rollup-win32-x64-msvc": "4.52.5",
+        "@rollup/rollup-android-arm-eabi": "4.59.0",
+        "@rollup/rollup-android-arm64": "4.59.0",
+        "@rollup/rollup-darwin-arm64": "4.59.0",
+        "@rollup/rollup-darwin-x64": "4.59.0",
+        "@rollup/rollup-freebsd-arm64": "4.59.0",
+        "@rollup/rollup-freebsd-x64": "4.59.0",
+        "@rollup/rollup-linux-arm-gnueabihf": "4.59.0",
+        "@rollup/rollup-linux-arm-musleabihf": "4.59.0",
+        "@rollup/rollup-linux-arm64-gnu": "4.59.0",
+        "@rollup/rollup-linux-arm64-musl": "4.59.0",
+        "@rollup/rollup-linux-loong64-gnu": "4.59.0",
+        "@rollup/rollup-linux-loong64-musl": "4.59.0",
+        "@rollup/rollup-linux-ppc64-gnu": "4.59.0",
+        "@rollup/rollup-linux-ppc64-musl": "4.59.0",
+        "@rollup/rollup-linux-riscv64-gnu": "4.59.0",
+        "@rollup/rollup-linux-riscv64-musl": "4.59.0",
+        "@rollup/rollup-linux-s390x-gnu": "4.59.0",
+        "@rollup/rollup-linux-x64-gnu": "4.59.0",
+        "@rollup/rollup-linux-x64-musl": "4.59.0",
+        "@rollup/rollup-openbsd-x64": "4.59.0",
+        "@rollup/rollup-openharmony-arm64": "4.59.0",
+        "@rollup/rollup-win32-arm64-msvc": "4.59.0",
+        "@rollup/rollup-win32-ia32-msvc": "4.59.0",
+        "@rollup/rollup-win32-x64-gnu": "4.59.0",
+        "@rollup/rollup-win32-x64-msvc": "4.59.0",
         "fsevents": "~2.3.2"
       }
     },

app/vmui/packages/vmui/src/components/ExploreMetrics/ExploreMetricGraph/ExploreMetricItemGraph.tsx

@@ -55,7 +55,7 @@ const ExploreMetricItem: FC<ExploreMetricItemGraphProps> = ({
 
     const base = `{${params.join(",")}}`;
     if (isBucket) {
-      return [`sum(rate(${base})) by (vmrange, le)`];
+      return [`sum(increase_pure(${base})) by (vmrange, le)`];
     }
     const queryBase = rateEnabled ? `rollup_rate(${base})` : `rollup(${base})`;
     return [`

app/vmui/packages/vmui/src/components/Main/TextField/TextField.tsx

@@ -27,6 +27,7 @@ interface TextFieldProps {
   endIcon?: ReactNode
   startIcon?: ReactNode
   disabled?: boolean
+  readonly?: boolean
   autofocus?: boolean
   helperText?: string
   inputmode?: "search" | "text" | "email" | "tel" | "url" | "none" | "numeric" | "decimal"
@@ -50,6 +51,7 @@ const TextField: FC<TextFieldProps> = ({
   endIcon,
   startIcon,
   disabled = false,
+  readonly = false,
   autofocus = false,
   inputmode = "text",
   caretPosition,
@@ -148,6 +150,7 @@ const TextField: FC<TextFieldProps> = ({
         <textarea
           className={inputClasses}
           disabled={disabled}
+          readOnly={readonly}
           ref={textareaRef}
           value={value}
           rows={1}
@@ -166,6 +169,7 @@ const TextField: FC<TextFieldProps> = ({
         <input
           className={inputClasses}
           disabled={disabled}
+          readOnly={readonly}
           ref={inputRef}
           value={value}
           type={type}

app/vmui/packages/vmui/src/pages/CardinalityPanel/appConfigurator.ts

@@ -80,7 +80,7 @@ export default class AppConfigurator {
 
     let keys: string[] = [];
     if (focusLabel || isMetricWithLabel) {
-      keys = keys.concat("seriesCountByFocusLabelValue");
+      keys = keys.concat("seriesCountByMetricName", "seriesCountByFocusLabelValue");
     } else if (isMetric) {
       keys = keys.concat("labelValueCountByLabelName");
     } else if (isLabel) {

app/vmui/packages/vmui/src/pages/DownsamplingFilters/index.tsx

@@ -115,16 +115,20 @@ const DownsamplingFilters: FC = () => {
         </div>
         <div className="vm-downsampling-filters-body-top">
           <a
-            className="vm-link vm-link_with-icon"
             target="_blank"
             href="https://docs.victoriametrics.com/victoriametrics/single-server-victoriametrics/#downsampling"
             rel="help noreferrer"
           >
-            <WikiIcon/>
-            Documentation
+            <Button
+              variant="text"
+              color="gray"
+              startIcon={<WikiIcon/>}
+            >
+              Documentation
+            </Button>
           </a>
           <Button
-            variant="text"
+            variant="outlined"
             onClick={handleRunExample}
           >
             Try example
@@ -134,7 +138,7 @@ const DownsamplingFilters: FC = () => {
             onClick={handleApplyFilters}
             startIcon={<PlayIcon/>}
           >
-            Apply
+            Preview
           </Button>
         </div>
       </div>

app/vmui/packages/vmui/src/pages/Relabel/index.tsx

@@ -90,25 +90,33 @@ const Relabel: FC = () => {
         </div>
         <div className="vm-relabeling-header-bottom">
           <a
-            className="vm-link vm-link_with-icon"
             target="_blank"
             href="https://docs.victoriametrics.com/victoriametrics/relabeling/"
             rel="help noreferrer"
           >
-            <InfoIcon/>
-            Relabeling cookbook
+            <Button
+              variant="text"
+              color="gray"
+              startIcon={<InfoIcon/>}
+            >
+              Relabeling cookbook
+            </Button>
           </a>
           <a
-            className="vm-link vm-link_with-icon"
             target="_blank"
             href="https://docs.victoriametrics.com/victoriametrics/relabeling/"
             rel="help noreferrer"
           >
-            <WikiIcon/>
-            Documentation
+            <Button
+              variant="text"
+              color="gray"
+              startIcon={<WikiIcon/>}
+            >
+              Documentation
+            </Button>
           </a>
           <Button
-            variant="text"
+            variant="outlined"
             onClick={handleRunExample}
           >
             Try example
@@ -118,7 +126,7 @@ const Relabel: FC = () => {
             onClick={handleRunQuery}
             startIcon={<PlayIcon/>}
           >
-            Submit
+            Preview
           </Button>
         </div>
       </div>

app/vmui/packages/vmui/src/pages/Relabel/style.scss

@@ -33,7 +33,7 @@
       display: flex;
       align-items: center;
       justify-content: flex-end;
-      gap: $padding-global;
+      gap: $padding-small;
 
       a {
         color: $color-text-secondary;

app/vmui/packages/vmui/src/pages/RetentionFilters/index.tsx

@@ -107,16 +107,20 @@ const RetentionFilters: FC = () => {
         </div>
         <div className="vm-retention-filters-body-top">
           <a
-            className="vm-link vm-link_with-icon"
             target="_blank"
             href="https://docs.victoriametrics.com/victoriametrics/single-server-victoriametrics/#retention-filters"
             rel="help noreferrer"
           >
-            <WikiIcon/>
-            Documentation
+            <Button
+              variant="text"
+              color="gray"
+              startIcon={<WikiIcon/>}
+            >
+              Documentation
+            </Button>
           </a>
           <Button
-            variant="text"
+            variant="outlined"
             onClick={handleRunExample}
           >
             Try example
@@ -126,7 +130,7 @@ const RetentionFilters: FC = () => {
             onClick={handleApplyFilters}
             startIcon={<PlayIcon/>}
           >
-            Apply
+            Preview
           </Button>
         </div>
       </div>

app/vmui/packages/vmui/src/pages/WithTemplate/index.tsx

@@ -48,7 +48,7 @@ const WithTemplate: FC = () => {
             type="textarea"
             label="MetricsQL query after expanding WITH expressions and applying other optimizations"
             value={data}
-            disabled
+            readonly
           />
         </div>
         <div className="vm-with-template-body-top">

app/vmui/packages/vmui/vite.config.ts

@@ -21,7 +21,7 @@ const getProxy = (): Record<string, ProxyOptions> | undefined => {
   };
 
   return {
-    "^/prometheus/(api|vmalert)/.*": { ...commonProxy },
+    "^/prometheus/.*": { ...commonProxy },
     "/prometheus/vmui/config.json": { ...commonProxy },
   };
 };

apptest/model.go

@@ -33,6 +33,8 @@ type PrometheusQuerier interface {
 	// separate interface or rename this interface to allow for multiple querier
 	// types.
 	GraphiteMetricsIndex(t *testing.T, opts QueryOpts) GraphiteMetricsIndexResponse
+	GraphiteTagsTagSeries(t *testing.T, record string, opts QueryOpts)
+	GraphiteTagsTagMultiSeries(t *testing.T, records []string, opts QueryOpts)
 }
 
 // Writer contains methods for writing new data

apptest/tests/graphite_test.go

@@ -60,3 +60,60 @@ func TestClusterMetricsIndex(t *testing.T) {
 
 	testMetricsIndex(tc.T(), sut)
 }
+
+// testTagSeries tests the registration of new time series in index.
+//
+// See https://graphite.readthedocs.io/en/stable/tags.html#adding-series-to-the-tagdb.
+func testTagSeries(tc *apptest.TestCase, sut apptest.PrometheusWriteQuerier, getStorageMetric func(string) int) {
+	t := tc.T()
+
+	assertNewTimeseriesCreatedTotal := func(want int) {
+		tc.Assert(&apptest.AssertOptions{
+			Msg: "unexpected vm_new_timeseries_created_total",
+			Got: func() any {
+				return getStorageMetric("vm_new_timeseries_created_total")
+			},
+			Want: want,
+		})
+	}
+
+	rec := "disk.used;rack=a1;datacenter=dc1;server=web01"
+	sut.GraphiteTagsTagSeries(t, rec, apptest.QueryOpts{})
+	assertNewTimeseriesCreatedTotal(0)
+
+	recs := []string{
+		"metric.yyy;t2=a;t1=b;t3=c",
+		"metric.zzz;t5=d;t4=e;t6=f",
+		"metric.xxx;t8=g;t7=h;t9=i",
+	}
+	sut.GraphiteTagsTagMultiSeries(t, recs, apptest.QueryOpts{})
+	assertNewTimeseriesCreatedTotal(0)
+}
+
+func TestSingleTagSeries(t *testing.T) {
+	tc := apptest.NewTestCase(t)
+	defer tc.Stop()
+
+	sut := tc.MustStartDefaultVmsingle()
+	getStorageMetric := func(name string) int {
+		return sut.GetIntMetric(t, name)
+	}
+
+	testTagSeries(tc, sut, getStorageMetric)
+}
+
+func TestClusterTagSeries(t *testing.T) {
+	tc := apptest.NewTestCase(t)
+	defer tc.Stop()
+
+	sut := tc.MustStartDefaultCluster()
+	getStorageMetric := func(name string) int {
+		var v int
+		for _, s := range sut.Vmstorages {
+			v += s.GetIntMetric(t, name)
+		}
+		return v
+	}
+
+	testTagSeries(tc, sut, getStorageMetric)
+}

apptest/tests/prometheus_mock_storage.go

@@ -22,7 +22,7 @@ func NewPrometheusMockStorage(series []*prompb.TimeSeries) *PrometheusMockStorag
 	return &PrometheusMockStorage{store: series}
 }
 
-// ReadMultiple implemnets the storage.ReadClient interface for reading time series data.
+// ReadMultiple implements the storage.ReadClient interface for reading time series data.
 func (ms *PrometheusMockStorage) ReadMultiple(ctx context.Context, queries []*prompb.Query, sortSeries bool) (storage.SeriesSet, error) {
 	if len(queries) != 1 {
 		panic(fmt.Errorf("reading multiple queries isn't implemented"))

apptest/tests/vmselect_retry_test.go

@@ -0,0 +1,89 @@
+package tests
+
+import (
+	"fmt"
+	"math/rand/v2"
+	"strings"
+	"sync"
+	"testing"
+	"time"
+
+	"github.com/VictoriaMetrics/VictoriaMetrics/apptest"
+	"github.com/google/go-cmp/cmp"
+)
+
+func TestClusterVmselectRetry(t *testing.T) {
+	tc := apptest.NewTestCase(t)
+	defer tc.Stop()
+
+	vmstorage := tc.MustStartVmstorage("vmstorage", []string{
+		"-storageDataPath=" + tc.Dir() + "/vmstorage",
+		"-vminsertAddr=127.0.0.1:8401",
+		"-vmselectAddr=127.0.0.1:8402",
+	})
+	vminsert := tc.MustStartVminsert("vminsert", []string{
+		"-storageNode=" + vmstorage.VminsertAddr(),
+	})
+	vmselect := tc.MustStartVmselect("vmselect", []string{
+		"-storageNode=" + vmstorage.VmselectAddr(),
+	})
+
+	const numMetrics = 10
+	records := make([]string, numMetrics)
+	want := &apptest.PrometheusAPIV1SeriesResponse{
+		Status:    "success",
+		IsPartial: false,
+		Data:      make([]map[string]string, numMetrics),
+	}
+	for i := range numMetrics {
+		name := fmt.Sprintf("metric_%d", i)
+		records[i] = fmt.Sprintf("%s %d", name, rand.IntN(1000))
+		want.Data[i] = map[string]string{"__name__": name}
+	}
+	want.Sort()
+	qopts := apptest.QueryOpts{Tenant: "0"}
+	vminsert.PrometheusAPIV1ImportPrometheus(t, records, qopts)
+	vmstorage.ForceFlush(t)
+
+	assertSeries := func(app *apptest.Vmselect) {
+		t.Helper()
+		got := app.PrometheusAPIV1Series(t, `{__name__=~".*"}`, qopts)
+		got.Sort()
+		if got.Status == "error" && strings.Contains(got.Error, "connection refused") {
+			return
+		}
+		if diff := cmp.Diff(want, got); diff != "" {
+			t.Fatalf("unexpected /api/v1/series response (-want, +got):\n%s", diff)
+		}
+	}
+
+	stopCh := make(chan struct{})
+	var wg sync.WaitGroup
+	for range 100 {
+		wg.Go(func() {
+			for {
+				select {
+				case <-stopCh:
+					return
+				default:
+					assertSeries(vmselect)
+					time.Sleep(10 * time.Millisecond)
+				}
+			}
+		})
+	}
+
+	time.Sleep(200 * time.Millisecond)
+
+	tc.StopApp("vmstorage")
+	vmstorage = tc.MustStartVmstorage("vmstorage", []string{
+		"-storageDataPath=" + tc.Dir() + "/vmstorage",
+		"-vminsertAddr=127.0.0.1:8401",
+		"-vmselectAddr=127.0.0.1:8402",
+	})
+
+	time.Sleep(200 * time.Millisecond)
+
+	close(stopCh)
+	wg.Wait()
+}

apptest/vmselect.go

@@ -307,6 +307,37 @@ func (app *Vmselect) GraphiteMetricsIndex(t *testing.T, opts QueryOpts) Graphite
 	return index
 }
 
+// GraphiteTagsTagSeries is a test helper function that registers Graphite tags
+// for a single time series by sending a HTTP POST request to
+// /graphite/tags/tagSeries vmsingle endpoint.
+func (app *Vmselect) GraphiteTagsTagSeries(t *testing.T, record string, opts QueryOpts) {
+	t.Helper()
+
+	url := fmt.Sprintf("http://%s/select/%s/graphite/tags/tagSeries", app.httpListenAddr, opts.getTenant())
+	values := opts.asURLValues()
+	values.Add("path", record)
+
+	_, statusCode := app.cli.PostForm(t, url, values)
+	if got, want := statusCode, http.StatusNotImplemented; got != want {
+		t.Fatalf("unexpected status code: got %d, want %d", got, want)
+	}
+}
+
+func (app *Vmselect) GraphiteTagsTagMultiSeries(t *testing.T, records []string, opts QueryOpts) {
+	t.Helper()
+
+	url := fmt.Sprintf("http://%s/select/%s/graphite/tags/tagMultiSeries", app.httpListenAddr, opts.getTenant())
+	values := opts.asURLValues()
+	for _, rec := range records {
+		values.Add("path", rec)
+	}
+
+	_, statusCode := app.cli.PostForm(t, url, values)
+	if got, want := statusCode, http.StatusNotImplemented; got != want {
+		t.Fatalf("unexpected status code: got %d, want %d", got, want)
+	}
+}
+
 // APIV1AdminTenants sends a query to a /admin/tenants endpoint
 func (app *Vmselect) APIV1AdminTenants(t *testing.T) *AdminTenantsResponse {
 	t.Helper()

apptest/vmsingle.go

@@ -414,6 +414,37 @@ func (app *Vmsingle) GraphiteMetricsIndex(t *testing.T, _ QueryOpts) GraphiteMet
 	return index
 }
 
+// GraphiteTagsTagSeries is a test helper function that registers Graphite tags
+// for a single time series by sending a HTTP POST request to
+// /graphite/tags/tagSeries vmsingle endpoint.
+func (app *Vmsingle) GraphiteTagsTagSeries(t *testing.T, record string, opts QueryOpts) {
+	t.Helper()
+
+	url := fmt.Sprintf("http://%s/graphite/tags/tagSeries", app.httpListenAddr)
+	values := opts.asURLValues()
+	values.Add("path", record)
+
+	_, statusCode := app.cli.PostForm(t, url, values)
+	if got, want := statusCode, http.StatusNotImplemented; got != want {
+		t.Fatalf("unexpected status code: got %d, want %d", got, want)
+	}
+}
+
+func (app *Vmsingle) GraphiteTagsTagMultiSeries(t *testing.T, records []string, opts QueryOpts) {
+	t.Helper()
+
+	url := fmt.Sprintf("http://%s/graphite/tags/tagMultiSeries", app.httpListenAddr)
+	values := opts.asURLValues()
+	for _, rec := range records {
+		values.Add("path", rec)
+	}
+
+	_, statusCode := app.cli.PostForm(t, url, values)
+	if got, want := statusCode, http.StatusNotImplemented; got != want {
+		t.Fatalf("unexpected status code: got %d, want %d", got, want)
+	}
+}
+
 // APIV1StatusMetricNamesStats sends a query to a /api/v1/status/metric_names_stats endpoint
 // and returns the statistics response for given params.
 //

dashboards/vm/vmagent.json

@@ -51,7 +51,7 @@
   "editable": true,
   "fiscalYearStartMonth": 0,
   "graphTooltip": 1,
-  "id": 2,
+  "id": 3,
   "links": [
     {
       "icon": "doc",
@@ -1769,7 +1769,7 @@
             "h": 8,
             "w": 12,
             "x": 0,
-            "y": 698
+            "y": 141
           },
           "id": 111,
           "options": {
@@ -1884,7 +1884,7 @@
             "h": 8,
             "w": 12,
             "x": 12,
-            "y": 698
+            "y": 141
           },
           "id": 157,
           "options": {
@@ -1996,7 +1996,7 @@
             "h": 8,
             "w": 12,
             "x": 0,
-            "y": 758
+            "y": 196
           },
           "id": 155,
           "options": {
@@ -2103,7 +2103,7 @@
             "h": 8,
             "w": 12,
             "x": 12,
-            "y": 758
+            "y": 196
           },
           "id": 158,
           "options": {
@@ -2226,7 +2226,7 @@
             "h": 8,
             "w": 12,
             "x": 0,
-            "y": 766
+            "y": 204
           },
           "id": 156,
           "options": {
@@ -2370,7 +2370,7 @@
             "h": 8,
             "w": 12,
             "x": 12,
-            "y": 766
+            "y": 204
           },
           "id": 81,
           "options": {
@@ -2497,7 +2497,7 @@
             "h": 8,
             "w": 12,
             "x": 0,
-            "y": 774
+            "y": 212
           },
           "id": 39,
           "options": {
@@ -2603,7 +2603,7 @@
             "h": 8,
             "w": 12,
             "x": 12,
-            "y": 774
+            "y": 212
           },
           "id": 159,
           "options": {
@@ -2729,7 +2729,7 @@
             "h": 8,
             "w": 12,
             "x": 0,
-            "y": 782
+            "y": 220
           },
           "id": 41,
           "options": {
@@ -2849,7 +2849,7 @@
             "h": 8,
             "w": 12,
             "x": 12,
-            "y": 782
+            "y": 220
           },
           "id": 7,
           "options": {
@@ -2971,7 +2971,7 @@
             "h": 8,
             "w": 12,
             "x": 0,
-            "y": 790
+            "y": 228
           },
           "id": 135,
           "options": {
@@ -3081,7 +3081,7 @@
             "h": 8,
             "w": 12,
             "x": 12,
-            "y": 790
+            "y": 228
           },
           "id": 149,
           "options": {
@@ -3187,7 +3187,7 @@
             "h": 8,
             "w": 12,
             "x": 0,
-            "y": 798
+            "y": 236
           },
           "id": 154,
           "options": {
@@ -3297,7 +3297,7 @@
             "h": 8,
             "w": 12,
             "x": 12,
-            "y": 798
+            "y": 236
           },
           "id": 83,
           "options": {
@@ -3386,6 +3386,7 @@
                   "type": "linear"
                 },
                 "showPoints": "never",
+                "showValues": false,
                 "spanNulls": false,
                 "stacking": {
                   "group": "A",
@@ -3400,7 +3401,8 @@
                 "mode": "absolute",
                 "steps": [
                   {
-                    "color": "green"
+                    "color": "green",
+                    "value": 0
                   },
                   {
                     "color": "red",
@@ -3416,7 +3418,7 @@
             "h": 8,
             "w": 12,
             "x": 0,
-            "y": 3116
+            "y": 142
           },
           "id": 92,
           "options": {
@@ -3438,7 +3440,7 @@
               "sort": "desc"
             }
           },
-          "pluginVersion": "11.5.0",
+          "pluginVersion": "12.2.0",
           "targets": [
             {
               "datasource": {
@@ -3454,7 +3456,7 @@
               "refId": "A"
             }
           ],
-          "title": "Top 10 jobs by unique samples",
+          "title": "Top 10 jobs by newly added series",
           "type": "timeseries"
         },
         {
@@ -3462,7 +3464,7 @@
             "type": "victoriametrics-metrics-datasource",
             "uid": "$ds"
           },
-          "description": "Shows top 10 instances by the number of new series registered by vmagent over the 5min range. These instances generate the most of the churn rate.",
+          "description": "Shows top 10 targets by the number of new series registered by vmagent over the 5min range. These instances generate the most of the churn rate.",
           "fieldConfig": {
             "defaults": {
               "color": {
@@ -3492,6 +3494,7 @@
                   "type": "linear"
                 },
                 "showPoints": "never",
+                "showValues": false,
                 "spanNulls": false,
                 "stacking": {
                   "group": "A",
@@ -3506,7 +3509,8 @@
                 "mode": "absolute",
                 "steps": [
                   {
-                    "color": "green"
+                    "color": "green",
+                    "value": 0
                   },
                   {
                     "color": "red",
@@ -3522,7 +3526,7 @@
             "h": 8,
             "w": 12,
             "x": 12,
-            "y": 3116
+            "y": 142
           },
           "id": 95,
           "options": {
@@ -3544,7 +3548,7 @@
               "sort": "desc"
             }
           },
-          "pluginVersion": "11.5.0",
+          "pluginVersion": "12.2.0",
           "targets": [
             {
               "datasource": {
@@ -3553,14 +3557,14 @@
               },
               "editorMode": "code",
               "exemplar": false,
-              "expr": "topk(10, sum(sum_over_time(scrape_series_added[5m])) by (instance)) > 0",
+              "expr": "topk(10, sum(sum_over_time(scrape_series_added[5m])) by (job,instance)) > 0",
               "interval": "",
-              "legendFormat": "__auto",
+              "legendFormat": "{{job}}-{{instance}}",
               "range": true,
               "refId": "A"
             }
           ],
-          "title": "Top 10 instances by unique samples",
+          "title": "Top 10 targets by newly added series",
           "type": "timeseries"
         },
         {
@@ -3599,6 +3603,7 @@
                   "type": "linear"
                 },
                 "showPoints": "never",
+                "showValues": false,
                 "spanNulls": false,
                 "stacking": {
                   "group": "A",
@@ -3615,7 +3620,8 @@
                 "mode": "absolute",
                 "steps": [
                   {
-                    "color": "transparent"
+                    "color": "transparent",
+                    "value": 0
                   },
                   {
                     "color": "red",
@@ -3631,7 +3637,7 @@
             "h": 8,
             "w": 12,
             "x": 0,
-            "y": 3124
+            "y": 150
           },
           "id": 98,
           "options": {
@@ -3653,7 +3659,7 @@
               "sort": "desc"
             }
           },
-          "pluginVersion": "11.5.0",
+          "pluginVersion": "12.2.0",
           "targets": [
             {
               "datasource": {
@@ -3708,6 +3714,7 @@
                   "type": "linear"
                 },
                 "showPoints": "never",
+                "showValues": false,
                 "spanNulls": false,
                 "stacking": {
                   "group": "A",
@@ -3724,7 +3731,8 @@
                 "mode": "absolute",
                 "steps": [
                   {
-                    "color": "transparent"
+                    "color": "transparent",
+                    "value": 0
                   },
                   {
                     "color": "red",
@@ -3740,7 +3748,7 @@
             "h": 8,
             "w": 12,
             "x": 12,
-            "y": 3124
+            "y": 150
           },
           "id": 99,
           "options": {
@@ -3762,7 +3770,7 @@
               "sort": "none"
             }
           },
-          "pluginVersion": "11.5.0",
+          "pluginVersion": "12.2.0",
           "targets": [
             {
               "datasource": {
@@ -3816,6 +3824,7 @@
                   "type": "linear"
                 },
                 "showPoints": "never",
+                "showValues": false,
                 "spanNulls": false,
                 "stacking": {
                   "group": "A",
@@ -3832,7 +3841,8 @@
                 "mode": "absolute",
                 "steps": [
                   {
-                    "color": "green"
+                    "color": "green",
+                    "value": 0
                   },
                   {
                     "color": "red",
@@ -3848,7 +3858,7 @@
             "h": 8,
             "w": 12,
             "x": 0,
-            "y": 3132
+            "y": 158
           },
           "id": 79,
           "options": {
@@ -3870,7 +3880,7 @@
               "sort": "none"
             }
           },
-          "pluginVersion": "11.5.0",
+          "pluginVersion": "12.2.0",
           "targets": [
             {
               "datasource": {
@@ -3924,6 +3934,7 @@
                   "type": "linear"
                 },
                 "showPoints": "never",
+                "showValues": false,
                 "spanNulls": false,
                 "stacking": {
                   "group": "A",
@@ -3940,7 +3951,8 @@
                 "mode": "absolute",
                 "steps": [
                   {
-                    "color": "green"
+                    "color": "green",
+                    "value": 0
                   },
                   {
                     "color": "red",
@@ -3956,7 +3968,7 @@
             "h": 8,
             "w": 12,
             "x": 12,
-            "y": 3132
+            "y": 158
           },
           "id": 18,
           "links": [
@@ -3985,7 +3997,7 @@
               "sort": "none"
             }
           },
-          "pluginVersion": "11.5.0",
+          "pluginVersion": "12.2.0",
           "targets": [
             {
               "datasource": {
@@ -4070,7 +4082,7 @@
             "h": 8,
             "w": 12,
             "x": 0,
-            "y": 3140
+            "y": 166
           },
           "id": 127,
           "options": {
@@ -4176,7 +4188,7 @@
             "h": 8,
             "w": 12,
             "x": 12,
-            "y": 3140
+            "y": 166
           },
           "id": 50,
           "options": {
@@ -4278,7 +4290,7 @@
             "h": 7,
             "w": 12,
             "x": 0,
-            "y": 3148
+            "y": 174
           },
           "id": 129,
           "options": {
@@ -4413,7 +4425,7 @@
             "h": 7,
             "w": 12,
             "x": 12,
-            "y": 3148
+            "y": 174
           },
           "id": 150,
           "options": {
@@ -4516,7 +4528,7 @@
             "h": 8,
             "w": 12,
             "x": 0,
-            "y": 3155
+            "y": 181
           },
           "id": 151,
           "options": {
@@ -4637,7 +4649,7 @@
             "h": 7,
             "w": 12,
             "x": 0,
-            "y": 3361
+            "y": 4209
           },
           "id": 48,
           "options": {
@@ -4745,7 +4757,7 @@
             "h": 7,
             "w": 12,
             "x": 12,
-            "y": 3361
+            "y": 4209
           },
           "id": 76,
           "options": {
@@ -4851,7 +4863,7 @@
             "h": 7,
             "w": 12,
             "x": 0,
-            "y": 3368
+            "y": 4216
           },
           "id": 132,
           "options": {
@@ -4959,7 +4971,7 @@
             "h": 7,
             "w": 12,
             "x": 12,
-            "y": 3368
+            "y": 4216
           },
           "id": 133,
           "options": {
@@ -5066,7 +5078,7 @@
             "h": 8,
             "w": 12,
             "x": 0,
-            "y": 3375
+            "y": 4223
           },
           "id": 20,
           "options": {
@@ -5172,7 +5184,7 @@
             "h": 8,
             "w": 12,
             "x": 12,
-            "y": 3375
+            "y": 4223
           },
           "id": 126,
           "options": {
@@ -5277,7 +5289,7 @@
             "h": 8,
             "w": 12,
             "x": 0,
-            "y": 3383
+            "y": 4231
           },
           "id": 46,
           "options": {
@@ -5382,7 +5394,7 @@
             "h": 8,
             "w": 12,
             "x": 12,
-            "y": 3383
+            "y": 4231
           },
           "id": 148,
           "options": {
@@ -5487,7 +5499,7 @@
             "h": 8,
             "w": 12,
             "x": 12,
-            "y": 3391
+            "y": 4239
           },
           "id": 31,
           "options": {
@@ -5654,7 +5666,7 @@
             "h": 8,
             "w": 12,
             "x": 0,
-            "y": 3083
+            "y": 3931
           },
           "id": 73,
           "options": {
@@ -5771,7 +5783,7 @@
             "h": 8,
             "w": 12,
             "x": 12,
-            "y": 3083
+            "y": 3931
           },
           "id": 131,
           "options": {
@@ -5875,7 +5887,7 @@
             "h": 8,
             "w": 12,
             "x": 0,
-            "y": 3359
+            "y": 4207
           },
           "id": 130,
           "options": {
@@ -5992,7 +6004,7 @@
             "h": 8,
             "w": 12,
             "x": 12,
-            "y": 3359
+            "y": 4207
           },
           "id": 77,
           "options": {
@@ -6117,7 +6129,7 @@
             "h": 8,
             "w": 12,
             "x": 0,
-            "y": 3406
+            "y": 4254
           },
           "id": 146,
           "options": {
@@ -6219,7 +6231,7 @@
             "h": 8,
             "w": 12,
             "x": 12,
-            "y": 3406
+            "y": 4254
           },
           "id": 143,
           "options": {
@@ -6315,7 +6327,7 @@
             "h": 8,
             "w": 12,
             "x": 0,
-            "y": 3414
+            "y": 4262
           },
           "id": 147,
           "options": {
@@ -6418,7 +6430,7 @@
             "h": 8,
             "w": 12,
             "x": 12,
-            "y": 3414
+            "y": 4262
           },
           "id": 139,
           "options": {
@@ -6529,7 +6541,7 @@
             "h": 8,
             "w": 12,
             "x": 0,
-            "y": 3422
+            "y": 4270
           },
           "id": 142,
           "options": {
@@ -6626,7 +6638,7 @@
             "h": 8,
             "w": 12,
             "x": 12,
-            "y": 3422
+            "y": 4270
           },
           "id": 137,
           "options": {
@@ -6739,7 +6751,7 @@
             "h": 8,
             "w": 12,
             "x": 12,
-            "y": 3462
+            "y": 4310
           },
           "id": 141,
           "options": {
@@ -6869,7 +6881,7 @@
             "h": 8,
             "w": 12,
             "x": 0,
-            "y": 1411
+            "y": 2259
           },
           "id": 60,
           "options": {
@@ -6977,7 +6989,7 @@
             "h": 8,
             "w": 12,
             "x": 12,
-            "y": 1411
+            "y": 2259
           },
           "id": 66,
           "options": {
@@ -7085,7 +7097,7 @@
             "h": 8,
             "w": 12,
             "x": 0,
-            "y": 1419
+            "y": 2267
           },
           "id": 61,
           "options": {
@@ -7193,7 +7205,7 @@
             "h": 8,
             "w": 12,
             "x": 12,
-            "y": 1419
+            "y": 2267
           },
           "id": 65,
           "options": {
@@ -7300,7 +7312,7 @@
             "h": 8,
             "w": 12,
             "x": 0,
-            "y": 1427
+            "y": 2275
           },
           "id": 88,
           "options": {
@@ -7404,7 +7416,7 @@
             "h": 8,
             "w": 12,
             "x": 12,
-            "y": 1427
+            "y": 2275
           },
           "id": 84,
           "options": {
@@ -7511,7 +7523,7 @@
             "h": 8,
             "w": 12,
             "x": 0,
-            "y": 1435
+            "y": 2283
           },
           "id": 90,
           "options": {
@@ -7569,7 +7581,7 @@
             "h": 2,
             "w": 24,
             "x": 0,
-            "y": 70
+            "y": 918
           },
           "id": 115,
           "options": {
@@ -7651,7 +7663,7 @@
             "h": 8,
             "w": 12,
             "x": 0,
-            "y": 72
+            "y": 920
           },
           "id": 119,
           "options": {
@@ -7759,7 +7771,7 @@
             "h": 8,
             "w": 12,
             "x": 12,
-            "y": 72
+            "y": 920
           },
           "id": 117,
           "options": {
@@ -7869,7 +7881,7 @@
             "h": 8,
             "w": 12,
             "x": 0,
-            "y": 80
+            "y": 928
           },
           "id": 125,
           "links": [
@@ -7995,7 +8007,7 @@
             "h": 8,
             "w": 12,
             "x": 12,
-            "y": 80
+            "y": 928
           },
           "id": 123,
           "options": {
@@ -8129,7 +8141,7 @@
             "h": 8,
             "w": 12,
             "x": 0,
-            "y": 88
+            "y": 936
           },
           "id": 121,
           "options": {
@@ -8256,7 +8268,7 @@
             "h": 8,
             "w": 12,
             "x": 12,
-            "y": 88
+            "y": 936
           },
           "id": 161,
           "links": [
@@ -8378,9 +8390,9 @@
             "h": 8,
             "w": 12,
             "x": 0,
-            "y": 461
+            "y": 1309
           },
-          "id": 154,
+          "id": 162,
           "options": {
             "legend": {
               "calcs": [
@@ -8537,4 +8549,4 @@
   "title": "VictoriaMetrics - vmagent (VM)",
   "uid": "G7Z9GzMGz_vm",
   "version": 1
-}
+}

dashboards/vmagent.json

@@ -50,7 +50,7 @@
   "editable": true,
   "fiscalYearStartMonth": 0,
   "graphTooltip": 1,
-  "id": 2,
+  "id": 3,
   "links": [
     {
       "icon": "doc",
@@ -1768,7 +1768,7 @@
             "h": 8,
             "w": 12,
             "x": 0,
-            "y": 698
+            "y": 141
           },
           "id": 111,
           "options": {
@@ -1883,7 +1883,7 @@
             "h": 8,
             "w": 12,
             "x": 12,
-            "y": 698
+            "y": 141
           },
           "id": 157,
           "options": {
@@ -1995,7 +1995,7 @@
             "h": 8,
             "w": 12,
             "x": 0,
-            "y": 758
+            "y": 196
           },
           "id": 155,
           "options": {
@@ -2102,7 +2102,7 @@
             "h": 8,
             "w": 12,
             "x": 12,
-            "y": 758
+            "y": 196
           },
           "id": 158,
           "options": {
@@ -2225,7 +2225,7 @@
             "h": 8,
             "w": 12,
             "x": 0,
-            "y": 766
+            "y": 204
           },
           "id": 156,
           "options": {
@@ -2369,7 +2369,7 @@
             "h": 8,
             "w": 12,
             "x": 12,
-            "y": 766
+            "y": 204
           },
           "id": 81,
           "options": {
@@ -2496,7 +2496,7 @@
             "h": 8,
             "w": 12,
             "x": 0,
-            "y": 774
+            "y": 212
           },
           "id": 39,
           "options": {
@@ -2602,7 +2602,7 @@
             "h": 8,
             "w": 12,
             "x": 12,
-            "y": 774
+            "y": 212
           },
           "id": 159,
           "options": {
@@ -2728,7 +2728,7 @@
             "h": 8,
             "w": 12,
             "x": 0,
-            "y": 782
+            "y": 220
           },
           "id": 41,
           "options": {
@@ -2848,7 +2848,7 @@
             "h": 8,
             "w": 12,
             "x": 12,
-            "y": 782
+            "y": 220
           },
           "id": 7,
           "options": {
@@ -2970,7 +2970,7 @@
             "h": 8,
             "w": 12,
             "x": 0,
-            "y": 790
+            "y": 228
           },
           "id": 135,
           "options": {
@@ -3080,7 +3080,7 @@
             "h": 8,
             "w": 12,
             "x": 12,
-            "y": 790
+            "y": 228
           },
           "id": 149,
           "options": {
@@ -3186,7 +3186,7 @@
             "h": 8,
             "w": 12,
             "x": 0,
-            "y": 798
+            "y": 236
           },
           "id": 154,
           "options": {
@@ -3296,7 +3296,7 @@
             "h": 8,
             "w": 12,
             "x": 12,
-            "y": 798
+            "y": 236
           },
           "id": 83,
           "options": {
@@ -3385,6 +3385,7 @@
                   "type": "linear"
                 },
                 "showPoints": "never",
+                "showValues": false,
                 "spanNulls": false,
                 "stacking": {
                   "group": "A",
@@ -3399,7 +3400,8 @@
                 "mode": "absolute",
                 "steps": [
                   {
-                    "color": "green"
+                    "color": "green",
+                    "value": 0
                   },
                   {
                     "color": "red",
@@ -3415,7 +3417,7 @@
             "h": 8,
             "w": 12,
             "x": 0,
-            "y": 3116
+            "y": 142
           },
           "id": 92,
           "options": {
@@ -3437,7 +3439,7 @@
               "sort": "desc"
             }
           },
-          "pluginVersion": "11.5.0",
+          "pluginVersion": "12.2.0",
           "targets": [
             {
               "datasource": {
@@ -3453,7 +3455,7 @@
               "refId": "A"
             }
           ],
-          "title": "Top 10 jobs by unique samples",
+          "title": "Top 10 jobs by newly added series",
           "type": "timeseries"
         },
         {
@@ -3461,7 +3463,7 @@
             "type": "prometheus",
             "uid": "$ds"
           },
-          "description": "Shows top 10 instances by the number of new series registered by vmagent over the 5min range. These instances generate the most of the churn rate.",
+          "description": "Shows top 10 targets by the number of new series registered by vmagent over the 5min range. These instances generate the most of the churn rate.",
           "fieldConfig": {
             "defaults": {
               "color": {
@@ -3491,6 +3493,7 @@
                   "type": "linear"
                 },
                 "showPoints": "never",
+                "showValues": false,
                 "spanNulls": false,
                 "stacking": {
                   "group": "A",
@@ -3505,7 +3508,8 @@
                 "mode": "absolute",
                 "steps": [
                   {
-                    "color": "green"
+                    "color": "green",
+                    "value": 0
                   },
                   {
                     "color": "red",
@@ -3521,7 +3525,7 @@
             "h": 8,
             "w": 12,
             "x": 12,
-            "y": 3116
+            "y": 142
           },
           "id": 95,
           "options": {
@@ -3543,7 +3547,7 @@
               "sort": "desc"
             }
           },
-          "pluginVersion": "11.5.0",
+          "pluginVersion": "12.2.0",
           "targets": [
             {
               "datasource": {
@@ -3552,14 +3556,14 @@
               },
               "editorMode": "code",
               "exemplar": false,
-              "expr": "topk(10, sum(sum_over_time(scrape_series_added[5m])) by (instance)) > 0",
+              "expr": "topk(10, sum(sum_over_time(scrape_series_added[5m])) by (job,instance)) > 0",
               "interval": "",
-              "legendFormat": "__auto",
+              "legendFormat": "{{job}}-{{instance}}",
               "range": true,
               "refId": "A"
             }
           ],
-          "title": "Top 10 instances by unique samples",
+          "title": "Top 10 targets by newly added series",
           "type": "timeseries"
         },
         {
@@ -3598,6 +3602,7 @@
                   "type": "linear"
                 },
                 "showPoints": "never",
+                "showValues": false,
                 "spanNulls": false,
                 "stacking": {
                   "group": "A",
@@ -3614,7 +3619,8 @@
                 "mode": "absolute",
                 "steps": [
                   {
-                    "color": "transparent"
+                    "color": "transparent",
+                    "value": 0
                   },
                   {
                     "color": "red",
@@ -3630,7 +3636,7 @@
             "h": 8,
             "w": 12,
             "x": 0,
-            "y": 3124
+            "y": 150
           },
           "id": 98,
           "options": {
@@ -3652,7 +3658,7 @@
               "sort": "desc"
             }
           },
-          "pluginVersion": "11.5.0",
+          "pluginVersion": "12.2.0",
           "targets": [
             {
               "datasource": {
@@ -3707,6 +3713,7 @@
                   "type": "linear"
                 },
                 "showPoints": "never",
+                "showValues": false,
                 "spanNulls": false,
                 "stacking": {
                   "group": "A",
@@ -3723,7 +3730,8 @@
                 "mode": "absolute",
                 "steps": [
                   {
-                    "color": "transparent"
+                    "color": "transparent",
+                    "value": 0
                   },
                   {
                     "color": "red",
@@ -3739,7 +3747,7 @@
             "h": 8,
             "w": 12,
             "x": 12,
-            "y": 3124
+            "y": 150
           },
           "id": 99,
           "options": {
@@ -3761,7 +3769,7 @@
               "sort": "none"
             }
           },
-          "pluginVersion": "11.5.0",
+          "pluginVersion": "12.2.0",
           "targets": [
             {
               "datasource": {
@@ -3815,6 +3823,7 @@
                   "type": "linear"
                 },
                 "showPoints": "never",
+                "showValues": false,
                 "spanNulls": false,
                 "stacking": {
                   "group": "A",
@@ -3831,7 +3840,8 @@
                 "mode": "absolute",
                 "steps": [
                   {
-                    "color": "green"
+                    "color": "green",
+                    "value": 0
                   },
                   {
                     "color": "red",
@@ -3847,7 +3857,7 @@
             "h": 8,
             "w": 12,
             "x": 0,
-            "y": 3132
+            "y": 158
           },
           "id": 79,
           "options": {
@@ -3869,7 +3879,7 @@
               "sort": "none"
             }
           },
-          "pluginVersion": "11.5.0",
+          "pluginVersion": "12.2.0",
           "targets": [
             {
               "datasource": {
@@ -3923,6 +3933,7 @@
                   "type": "linear"
                 },
                 "showPoints": "never",
+                "showValues": false,
                 "spanNulls": false,
                 "stacking": {
                   "group": "A",
@@ -3939,7 +3950,8 @@
                 "mode": "absolute",
                 "steps": [
                   {
-                    "color": "green"
+                    "color": "green",
+                    "value": 0
                   },
                   {
                     "color": "red",
@@ -3955,7 +3967,7 @@
             "h": 8,
             "w": 12,
             "x": 12,
-            "y": 3132
+            "y": 158
           },
           "id": 18,
           "links": [
@@ -3984,7 +3996,7 @@
               "sort": "none"
             }
           },
-          "pluginVersion": "11.5.0",
+          "pluginVersion": "12.2.0",
           "targets": [
             {
               "datasource": {
@@ -4069,7 +4081,7 @@
             "h": 8,
             "w": 12,
             "x": 0,
-            "y": 3140
+            "y": 166
           },
           "id": 127,
           "options": {
@@ -4175,7 +4187,7 @@
             "h": 8,
             "w": 12,
             "x": 12,
-            "y": 3140
+            "y": 166
           },
           "id": 50,
           "options": {
@@ -4277,7 +4289,7 @@
             "h": 7,
             "w": 12,
             "x": 0,
-            "y": 3148
+            "y": 174
           },
           "id": 129,
           "options": {
@@ -4412,7 +4424,7 @@
             "h": 7,
             "w": 12,
             "x": 12,
-            "y": 3148
+            "y": 174
           },
           "id": 150,
           "options": {
@@ -4515,7 +4527,7 @@
             "h": 8,
             "w": 12,
             "x": 0,
-            "y": 3155
+            "y": 181
           },
           "id": 151,
           "options": {
@@ -4636,7 +4648,7 @@
             "h": 7,
             "w": 12,
             "x": 0,
-            "y": 3361
+            "y": 4209
           },
           "id": 48,
           "options": {
@@ -4744,7 +4756,7 @@
             "h": 7,
             "w": 12,
             "x": 12,
-            "y": 3361
+            "y": 4209
           },
           "id": 76,
           "options": {
@@ -4850,7 +4862,7 @@
             "h": 7,
             "w": 12,
             "x": 0,
-            "y": 3368
+            "y": 4216
           },
           "id": 132,
           "options": {
@@ -4958,7 +4970,7 @@
             "h": 7,
             "w": 12,
             "x": 12,
-            "y": 3368
+            "y": 4216
           },
           "id": 133,
           "options": {
@@ -5065,7 +5077,7 @@
             "h": 8,
             "w": 12,
             "x": 0,
-            "y": 3375
+            "y": 4223
           },
           "id": 20,
           "options": {
@@ -5171,7 +5183,7 @@
             "h": 8,
             "w": 12,
             "x": 12,
-            "y": 3375
+            "y": 4223
           },
           "id": 126,
           "options": {
@@ -5276,7 +5288,7 @@
             "h": 8,
             "w": 12,
             "x": 0,
-            "y": 3383
+            "y": 4231
           },
           "id": 46,
           "options": {
@@ -5381,7 +5393,7 @@
             "h": 8,
             "w": 12,
             "x": 12,
-            "y": 3383
+            "y": 4231
           },
           "id": 148,
           "options": {
@@ -5486,7 +5498,7 @@
             "h": 8,
             "w": 12,
             "x": 12,
-            "y": 3391
+            "y": 4239
           },
           "id": 31,
           "options": {
@@ -5653,7 +5665,7 @@
             "h": 8,
             "w": 12,
             "x": 0,
-            "y": 3083
+            "y": 3931
           },
           "id": 73,
           "options": {
@@ -5770,7 +5782,7 @@
             "h": 8,
             "w": 12,
             "x": 12,
-            "y": 3083
+            "y": 3931
           },
           "id": 131,
           "options": {
@@ -5874,7 +5886,7 @@
             "h": 8,
             "w": 12,
             "x": 0,
-            "y": 3359
+            "y": 4207
           },
           "id": 130,
           "options": {
@@ -5991,7 +6003,7 @@
             "h": 8,
             "w": 12,
             "x": 12,
-            "y": 3359
+            "y": 4207
           },
           "id": 77,
           "options": {
@@ -6116,7 +6128,7 @@
             "h": 8,
             "w": 12,
             "x": 0,
-            "y": 3406
+            "y": 4254
           },
           "id": 146,
           "options": {
@@ -6218,7 +6230,7 @@
             "h": 8,
             "w": 12,
             "x": 12,
-            "y": 3406
+            "y": 4254
           },
           "id": 143,
           "options": {
@@ -6314,7 +6326,7 @@
             "h": 8,
             "w": 12,
             "x": 0,
-            "y": 3414
+            "y": 4262
           },
           "id": 147,
           "options": {
@@ -6417,7 +6429,7 @@
             "h": 8,
             "w": 12,
             "x": 12,
-            "y": 3414
+            "y": 4262
           },
           "id": 139,
           "options": {
@@ -6528,7 +6540,7 @@
             "h": 8,
             "w": 12,
             "x": 0,
-            "y": 3422
+            "y": 4270
           },
           "id": 142,
           "options": {
@@ -6625,7 +6637,7 @@
             "h": 8,
             "w": 12,
             "x": 12,
-            "y": 3422
+            "y": 4270
           },
           "id": 137,
           "options": {
@@ -6738,7 +6750,7 @@
             "h": 8,
             "w": 12,
             "x": 12,
-            "y": 3462
+            "y": 4310
           },
           "id": 141,
           "options": {
@@ -6868,7 +6880,7 @@
             "h": 8,
             "w": 12,
             "x": 0,
-            "y": 1411
+            "y": 2259
           },
           "id": 60,
           "options": {
@@ -6976,7 +6988,7 @@
             "h": 8,
             "w": 12,
             "x": 12,
-            "y": 1411
+            "y": 2259
           },
           "id": 66,
           "options": {
@@ -7084,7 +7096,7 @@
             "h": 8,
             "w": 12,
             "x": 0,
-            "y": 1419
+            "y": 2267
           },
           "id": 61,
           "options": {
@@ -7192,7 +7204,7 @@
             "h": 8,
             "w": 12,
             "x": 12,
-            "y": 1419
+            "y": 2267
           },
           "id": 65,
           "options": {
@@ -7299,7 +7311,7 @@
             "h": 8,
             "w": 12,
             "x": 0,
-            "y": 1427
+            "y": 2275
           },
           "id": 88,
           "options": {
@@ -7403,7 +7415,7 @@
             "h": 8,
             "w": 12,
             "x": 12,
-            "y": 1427
+            "y": 2275
           },
           "id": 84,
           "options": {
@@ -7510,7 +7522,7 @@
             "h": 8,
             "w": 12,
             "x": 0,
-            "y": 1435
+            "y": 2283
           },
           "id": 90,
           "options": {
@@ -7568,7 +7580,7 @@
             "h": 2,
             "w": 24,
             "x": 0,
-            "y": 70
+            "y": 918
           },
           "id": 115,
           "options": {
@@ -7650,7 +7662,7 @@
             "h": 8,
             "w": 12,
             "x": 0,
-            "y": 72
+            "y": 920
           },
           "id": 119,
           "options": {
@@ -7758,7 +7770,7 @@
             "h": 8,
             "w": 12,
             "x": 12,
-            "y": 72
+            "y": 920
           },
           "id": 117,
           "options": {
@@ -7868,7 +7880,7 @@
             "h": 8,
             "w": 12,
             "x": 0,
-            "y": 80
+            "y": 928
           },
           "id": 125,
           "links": [
@@ -7994,7 +8006,7 @@
             "h": 8,
             "w": 12,
             "x": 12,
-            "y": 80
+            "y": 928
           },
           "id": 123,
           "options": {
@@ -8128,7 +8140,7 @@
             "h": 8,
             "w": 12,
             "x": 0,
-            "y": 88
+            "y": 936
           },
           "id": 121,
           "options": {
@@ -8255,7 +8267,7 @@
             "h": 8,
             "w": 12,
             "x": 12,
-            "y": 88
+            "y": 936
           },
           "id": 161,
           "links": [
@@ -8377,9 +8389,9 @@
             "h": 8,
             "w": 12,
             "x": 0,
-            "y": 461
+            "y": 1309
           },
-          "id": 154,
+          "id": 162,
           "options": {
             "legend": {
               "calcs": [
@@ -8536,4 +8548,4 @@
   "title": "VictoriaMetrics - vmagent",
   "uid": "G7Z9GzMGz",
   "version": 1
-}
+}

deployment/docker/Makefile

@@ -7,7 +7,7 @@ ROOT_IMAGE ?= alpine:3.23.3
 ROOT_IMAGE_SCRATCH ?= scratch
 CERTS_IMAGE := alpine:3.23.3
 
-GO_BUILDER_IMAGE := golang:1.26.0
+GO_BUILDER_IMAGE := golang:1.26.1
 
 BUILDER_IMAGE := local/builder:2.0.0-$(shell echo $(GO_BUILDER_IMAGE) | tr :/ __)-1
 BASE_IMAGE := local/base:1.1.4-$(shell echo $(ROOT_IMAGE) | tr :/ __)-$(shell echo $(CERTS_IMAGE) | tr :/ __)

deployment/docker/compose-vm-cluster.yml

@@ -3,7 +3,7 @@ services:
   #  It scrapes targets defined in --promscrape.config
   #  And forward them to --remoteWrite.url
   vmagent:
-    image: victoriametrics/vmagent:v1.137.0
+    image: victoriametrics/vmagent:v1.138.0
     depends_on:
       - "vmauth"
     ports:
@@ -25,27 +25,31 @@ services:
     ports:
       - 3000:3000
     restart: always
+    environment:
+      - GF_PLUGINS_PREINSTALL=yesoreyeram-infinity-datasource
     volumes:
       - grafanadata:/var/lib/grafana
-      - ./provisioning/datasources/prometheus-datasource/cluster.yml:/etc/grafana/provisioning/datasources/cluster.yml
+      - ./provisioning/datasources/prometheus/cluster.yml:/etc/grafana/provisioning/datasources/cluster.yml
+      - ./provisioning/datasources/infinity/cluster.yml:/etc/grafana/provisioning/datasources/infinity-cluster.yml
       - ./provisioning/dashboards:/etc/grafana/provisioning/dashboards
       - ./../../dashboards/victoriametrics-cluster.json:/var/lib/grafana/dashboards/vm.json
       - ./../../dashboards/vmagent.json:/var/lib/grafana/dashboards/vmagent.json
       - ./../../dashboards/vmalert.json:/var/lib/grafana/dashboards/vmalert.json
       - ./../../dashboards/vmauth.json:/var/lib/grafana/dashboards/vmauth.json
       - ./../../dashboards/alert-statistics.json:/var/lib/grafana/dashboards/alert-statistics.json
+      - ./../../dashboards/metrics-explorer.json:/var/lib/grafana/dashboards/metrics-explorer.json
 
   # vmstorage shards. Each shard receives 1/N of all metrics sent to vminserts,
   # where N is number of vmstorages (2 in this case).
   vmstorage-1:
-    image: victoriametrics/vmstorage:v1.137.0-cluster
+    image: victoriametrics/vmstorage:v1.138.0-cluster
     volumes:
       - strgdata-1:/storage
     command:
       - "--storageDataPath=/storage"
     restart: always
   vmstorage-2:
-    image: victoriametrics/vmstorage:v1.137.0-cluster
+    image: victoriametrics/vmstorage:v1.138.0-cluster
     volumes:
       - strgdata-2:/storage
     command:
@@ -55,7 +59,7 @@ services:
   # vminsert is ingestion frontend. It receives metrics pushed by vmagent,
   # pre-process them and distributes across configured vmstorage shards.
   vminsert-1:
-    image: victoriametrics/vminsert:v1.137.0-cluster
+    image: victoriametrics/vminsert:v1.138.0-cluster
     depends_on:
       - "vmstorage-1"
       - "vmstorage-2"
@@ -64,7 +68,7 @@ services:
       - "--storageNode=vmstorage-2:8400"
     restart: always
   vminsert-2:
-    image: victoriametrics/vminsert:v1.137.0-cluster
+    image: victoriametrics/vminsert:v1.138.0-cluster
     depends_on:
       - "vmstorage-1"
       - "vmstorage-2"
@@ -76,7 +80,7 @@ services:
   # vmselect is a query fronted. It serves read queries in MetricsQL or PromQL.
   # vmselect collects results from configured `--storageNode` shards.
   vmselect-1:
-    image: victoriametrics/vmselect:v1.137.0-cluster
+    image: victoriametrics/vmselect:v1.138.0-cluster
     depends_on:
       - "vmstorage-1"
       - "vmstorage-2"
@@ -86,7 +90,7 @@ services:
       - "--vmalert.proxyURL=http://vmalert:8880"
     restart: always
   vmselect-2:
-    image: victoriametrics/vmselect:v1.137.0-cluster
+    image: victoriametrics/vmselect:v1.138.0-cluster
     depends_on:
       - "vmstorage-1"
       - "vmstorage-2"
@@ -101,7 +105,7 @@ services:
   # read requests from Grafana, vmui, vmalert among vmselects.
   # It can be used as an authentication proxy.
   vmauth:
-    image: victoriametrics/vmauth:v1.137.0
+    image: victoriametrics/vmauth:v1.138.0
     depends_on:
       - "vmselect-1"
       - "vmselect-2"
@@ -115,7 +119,7 @@ services:
 
   # vmalert executes alerting and recording rules
   vmalert:
-    image: victoriametrics/vmalert:v1.137.0
+    image: victoriametrics/vmalert:v1.138.0
     depends_on:
       - "vmauth"
     ports:
@@ -127,8 +131,17 @@ services:
       - ./rules/alerts-vmalert.yml:/etc/alerts/alerts-vmalert.yml
     command:
       - "--datasource.url=http://vmauth:8427/select/0/prometheus"
+      - "--datasource.basicAuth.username=foo"
+      - "--datasource.basicAuth.password=bar"
+
       - "--remoteRead.url=http://vmauth:8427/select/0/prometheus"
+      - "--remoteRead.basicAuth.username=foo"
+      - "--remoteRead.basicAuth.password=bar"
+
       - "--remoteWrite.url=http://vmauth:8427/insert/0/prometheus"
+      - "--remoteWrite.basicAuth.username=foo"
+      - "--remoteWrite.basicAuth.password=bar"
+
       - "--notifier.url=http://alertmanager:9093/"
       - "--rule=/etc/alerts/*.yml"
       # display source of alerts in grafana

deployment/docker/compose-vm-single.yml

@@ -3,7 +3,7 @@ services:
   #  It scrapes targets defined in --promscrape.config
   #  And forward them to --remoteWrite.url
   vmagent:
-    image: victoriametrics/vmagent:v1.137.0
+    image: victoriametrics/vmagent:v1.138.0
     depends_on:
       - "victoriametrics"
     ports:
@@ -18,7 +18,7 @@ services:
   # VictoriaMetrics instance, a single process responsible for
   # storing metrics and serve read requests.
   victoriametrics:
-    image: victoriametrics/victoria-metrics:v1.137.0
+    image: victoriametrics/victoria-metrics:v1.138.0
     ports:
       - 8428:8428
       - 8089:8089
@@ -43,19 +43,23 @@ services:
       - "victoriametrics"
     ports:
       - 3000:3000
+    restart: always
+    environment:
+      - GF_PLUGINS_PREINSTALL=yesoreyeram-infinity-datasource
     volumes:
       - grafanadata:/var/lib/grafana
-      - ./provisioning/datasources/prometheus-datasource/single.yml:/etc/grafana/provisioning/datasources/single.yml
+      - ./provisioning/datasources/prometheus/single.yml:/etc/grafana/provisioning/datasources/single.yml
+      - ./provisioning/datasources/infinity/single.yml:/etc/grafana/provisioning/datasources/infinity-single.yml
       - ./provisioning/dashboards:/etc/grafana/provisioning/dashboards
       - ./../../dashboards/victoriametrics.json:/var/lib/grafana/dashboards/vm.json
       - ./../../dashboards/vmagent.json:/var/lib/grafana/dashboards/vmagent.json
       - ./../../dashboards/vmalert.json:/var/lib/grafana/dashboards/vmalert.json
       - ./../../dashboards/alert-statistics.json:/var/lib/grafana/dashboards/alert-statistics.json
-    restart: always
+      - ./../../dashboards/metrics-explorer.json:/var/lib/grafana/dashboards/metrics-explorer.json
 
   # vmalert executes alerting and recording rules
   vmalert:
-    image: victoriametrics/vmalert:v1.137.0
+    image: victoriametrics/vmalert:v1.138.0
     depends_on:
       - "victoriametrics"
       - "alertmanager"

deployment/docker/provisioning/datasources/infinity/cluster.yml

@@ -0,0 +1,10 @@
+apiVersion: 1
+
+datasources:
+  - name: VictoriaMetrics-Infinity
+    type: yesoreyeram-infinity-datasource
+    url: "http://vmauth:8427/select/0/prometheus"
+    basicAuth: true
+    basicAuthUser: foo
+    secureJsonData:
+      basicAuthPassword: bar

deployment/docker/provisioning/datasources/infinity/single.yml

@@ -0,0 +1,6 @@
+apiVersion: 1
+
+datasources:
+  - name: VictoriaMetrics-Infinity
+    type: yesoreyeram-infinity-datasource
+    url: "http://victoriametrics:8428"

deployment/docker/vmanomaly/vmanomaly-integration/compose.yml

@@ -1,6 +1,6 @@
 services:
   vmagent:
-    image: victoriametrics/vmagent:v1.137.0
+    image: victoriametrics/vmagent:v1.138.0
     depends_on:
       - "victoriametrics"
     ports:
@@ -14,7 +14,7 @@ services:
     restart: always
 
   victoriametrics:
-    image: victoriametrics/victoria-metrics:v1.137.0
+    image: victoriametrics/victoria-metrics:v1.138.0
     ports:
       - 8428:8428
     volumes:
@@ -40,7 +40,7 @@ services:
     restart: always
 
   vmalert:
-    image: victoriametrics/vmalert:v1.137.0
+    image: victoriametrics/vmalert:v1.138.0
     depends_on:
       - "victoriametrics"
     ports:
@@ -59,7 +59,7 @@ services:
       - '--external.alert.source=explore?orgId=1&left=["now-1h","now","VictoriaMetrics",{"expr": },{"mode":"Metrics"},{"ui":[true,true,true,"none"]}]'
     restart: always
   vmanomaly:
-    image: victoriametrics/vmanomaly:v1.28.7
+    image: victoriametrics/vmanomaly:v1.29.0
     depends_on:
       - "victoriametrics"
     ports:

docs/ai-tools/README.md

@@ -0,0 +1,93 @@
+VictoriaMetrics Observability Stack integrates with AI assistants through MCP servers and agent skills.
+These integrations allow AI agents and automation tools to query metrics, logs, and traces, analyze telemetry data, 
+and assist engineers with debugging and observability tasks.
+
+# MCP Servers
+
+MCP (Model Context Protocol) servers expose observability data and operational capabilities to AI assistants in a structured way.
+This allows AI agents to query telemetry data, analyze system behavior, and assist engineers in troubleshooting and investigation workflows.
+
+## VictoriaMetrics MCP Server
+
+[VictoriaMetrics MCP Server](https://github.com/VictoriaMetrics/mcp-victoriametrics) provides access to VictoriaMetrics
+instances, seamless integration with [VictoriaMetrics APIs](https://docs.victoriametrics.com/victoriametrics/url-examples/) 
+and [documentation](https://docs.victoriametrics.com/). 
+
+It offers a comprehensive interface for monitoring, observability, and debugging tasks related to VictoriaMetrics, 
+enabling advanced automation and interaction capabilities for engineers and tools.
+
+Capabilities include:
+- Query metrics and exploring data (even drawing graphs if your client supports it)
+- List and exporting available metrics, labels, labels values and entire time series
+- Analyze and testing your alerting and recording rules and alerts
+- Show parameters of your VictoriaMetrics instances
+- Explore cardinality of your data and metrics usage statistics
+- Analyze, trace, prettify and explain your queries
+- Debug your relabeling rules, downsampling and retention policy configurations
+- Integrate with [VictoriaMetrics Cloud](https://docs.victoriametrics.com/victoriametrics-cloud/)
+ 
+> On YouTube: [How to Use an AI Assistant with Your Monitoring System – VictoriaMetrics MCP Server](https://www.youtube.com/watch?v=1k7xgbRi1k0).
+
+See more details at [VictoriaMetrics/mcp-victoriametrics](https://github.com/VictoriaMetrics/mcp-victoriametrics).
+
+## VictoriaLogs MCP Server
+
+[VictoriaLogs MCP Server](https://github.com/VictoriaMetrics/mcp-victorialogs) provides access to VictoriaLogs instances,
+integration with [VictoriaLogs APIs](https://docs.victoriametrics.com/victorialogs/querying/#http-api) and [documentation](https://docs.victoriametrics.com/victorialogs/).
+
+It provides a comprehensive interface for working with logs and performing observability and debugging tasks related to VictoriaLogs.
+
+Capabilities include:
+- Querying logs and exploring logs data
+- Showing parameters of your VictoriaLogs instances
+- Listing available streams, fields, field values
+- Query statistics for the logs as metrics
+
+See more details at [VictoriaMetrics/mcp-victorialogs](https://github.com/VictoriaMetrics/mcp-victorialogs).
+
+## VictoriaTraces MCP Server
+
+[VictoriaTraces MCP Server](https://github.com/VictoriaMetrics/mcp-victoriatraces) provides access to VictoriaTraces instances,
+integration with [VictoriaTraces APIs](https://docs.victoriametrics.com/victoriatraces/querying/#http-api) and [documentation](https://docs.victoriametrics.com/victoriatraces/).
+
+It enables AI assistants and tools to interact with distributed tracing data for observability and debugging tasks.
+
+Capabilities include:
+- Get services and operations (span names)
+- Query traces, explore and analyze traces data
+
+See more details at [VictoriaMetrics/mcp-victoriatraces](https://github.com/VictoriaMetrics/mcp-victoriatraces).
+
+## vmanomaly MCP Server
+
+[vmanomaly MCP Server](https://github.com/VictoriaMetrics/mcp-vmanomaly) provides seamless integration with vmanomaly
+REST API and documentation for AI-assisted anomaly detection, model management, and observability insights.
+
+Capabilities include:
+- Health Monitoring: Check `vmanomaly` server health and build information
+- Model Management: List, validate, and configure anomaly detection models (like `zscore_online`, `prophet`, and more)
+- Configuration Generation: Generate complete `vmanomaly` YAML configurations
+- Alert Rule Generation: Generate [`vmalert`](https://docs.victoriametrics.com/victoriametrics/vmalert/) [alerting rules](https://docs.victoriametrics.com/victoriametrics/vmalert/#alerting-rules) based on [anomaly score metrics](https://docs.victoriametrics.com/anomaly-detection/faq/#what-is-anomaly-score) to simplify alerting setup
+- Documentation Search: Full-text search across embedded `vmanomaly` documentation with fuzzy matching
+
+See more details at [VictoriaMetrics/mcp-vmanomaly](https://github.com/VictoriaMetrics/mcp-vmanomaly).
+
+
+# Agent Skills
+
+[Agent skills](https://github.com/VictoriaMetrics/skills) help AI agents and automation tools understand, operate, 
+and troubleshoot VictoriaMetrics observability components, including metrics, logs, and traces.
+
+These skills provide predefined workflows and capabilities such as:
+* Query metrics, logs, traces and alerts
+* Query trace analysis
+* Multi-signal investigations 
+* Cardinality optimization 
+* Unused metric detection
+
+To install the available skills for AI agents, run:
+```sh
+npx skills add VictoriaMetrics/skills
+```
+
+See more details at [VictoriaMetrics/skills](https://github.com/VictoriaMetrics/skills).

docs/ai-tools/_index.md

@@ -0,0 +1,19 @@
+---
+title: AI tools
+weight: 61
+menu:
+  docs:
+    weight: 61
+    identifier: ai-tools
+tags:
+  - metrics
+  - logs
+  - traces
+  - AI
+  - AI integration
+  - agent
+  - assistant
+  - MCP server
+
+---
+{{% content "README.md" %}}

docs/anomaly-detection/CHANGELOG.md

@@ -14,6 +14,21 @@ aliases:
 ---
 Please find the changelog for VictoriaMetrics Anomaly Detection below.
 
+## v1.29.0
+Released: 2026-03-05
+
+- UI: Updated [vmanomaly UI](https://docs.victoriametrics.com/anomaly-detection/ui/) from [v1.4.3](https://docs.victoriametrics.com/anomaly-detection/ui/#v143) to [v1.5.0](https://docs.victoriametrics.com/anomaly-detection/ui/#v150), see respective [release notes](https://docs.victoriametrics.com/anomaly-detection/ui/#v150) for details. Notable changes include [AI assistance](https://docs.victoriametrics.com/anomaly-detection/ui/#ai-assistance) support capable of applying model configuration changes, generating VMAlert rules, and providing general guidance on using the product.
+
+- IMPROVEMENT: Optimized internal data structures for readers when `query_from_last_seen_timestamp` [parameter](https://docs.victoriametrics.com/anomaly-detection/components/reader/#config-parameters) is enabled, resulting in reduced memory usage and improved performance for large datasets.
+
+- IMPROVEMENT: Hardened [hot reload](https://docs.victoriametrics.com/anomaly-detection/components/#hot-reload) with staged snapshot apply and automatic rollback. Reload now validates once and applies the same snapshot, preventing re-read race conditions and avoiding same-port conflicts during restart; failures keep previous runtime and are reflected in [startup metrics](https://docs.victoriametrics.com/anomaly-detection/components/monitoring/#startup-metrics).
+
+- BUGFIX: Config file read/parse failures are now non-fatal in [hot reload](https://docs.victoriametrics.com/anomaly-detection/components/#hot-reload) mode (service keeps running), while initial startup remains fatal for invalid/broken config files.
+
+- BUGFIX: Fixed missing datapoints in [BacktestingScheduler](https://docs.victoriametrics.com/anomaly-detection/components/scheduler/#backtesting-scheduler) windows used in [exact mode](https://docs.victoriametrics.com/anomaly-detection/components/scheduler/#defining-inference-timeframe-1), leading to "gaps" in plotted predictions and scores.
+
+- BUGFIX: Fixed a model state update issue in [BacktestingScheduler exact mode](https://docs.victoriametrics.com/anomaly-detection/components/scheduler/#defining-inference-timeframe-1) when parallelization (`settings.n_workers > 1`) was enabled, causing [online models](https://docs.victoriametrics.com/anomaly-detection/components/models/#online-models) to produce stale/flat `yhat`, `yhat_lower`, and `yhat_upper` lines.
+
 ## v1.28.7
 Released: 2026-02-09
 
@@ -43,7 +58,7 @@ Released: 2026-01-12
 ## v1.28.3
 Released: 2025-12-17
 
-- IMPROVEMENT: Aligned service endpoints for `vmanomaly` [MCP Server](https://github.com/VictoriaMetrics-Community/mcp-vmanomaly) integration.
+- IMPROVEMENT: Aligned service endpoints for `vmanomaly` [MCP Server](https://github.com/VictoriaMetrics/mcp-vmanomaly) integration.
 
 ## v1.28.2
 Released: 2025-12-11
@@ -103,7 +118,7 @@ Released: 2025-10-09
   ```
   This happened in scenarios with a large number of queries (e.g., in non-sharded deployments). Now the pool size is set dynamically to prevent such warnings and retain efficient connection reuse.
 
-## v1.26.1  
+## v1.26.1
 Released: 2025-10-08
 
 - IMPROVEMENT: Enriched lifecycle logs with the deterministic labelset hash for each query result (metric). This allows correlating model training, inference runs/skips, and on-disk artifacts presence or cleanup during incident triage.
@@ -113,7 +128,7 @@ Released: 2025-10-02
 
 - FEATURE: Introduced vmui-like [UI](https://docs.victoriametrics.com/anomaly-detection/ui/) for `vmanomaly` service to simplify the configuration and backtesting of anomaly detection models before it goes to production. It provides an intuitive interface to finetune model configurations, visualize its predictions and anomaly scores, and perform backtesting on historical data. The UI is accessible via a web browser and can be run as a [standalone service](https://docs.victoriametrics.com/anomaly-detection/ui/#preset-usage) or [integrated with productionalized deployments](https://docs.victoriametrics.com/anomaly-detection/ui/#mixed-usage). For more details, refer to the [documentation](https://docs.victoriametrics.com/anomaly-detection/ui/).
 
-- FEATURE: Added support for reading data from [VictoriaLogs stats queries](https://docs.victoriametrics.com/victorialogs/querying/#querying-log-range-stats) with `VLogsReader`. This reader allows quering and analyzing log data stored in VictoriaLogs, enabling anomaly detection on metrics generated from logs. It supports similar configuration options as `VmReader`, including `datasource_url`, `tenant_id`, `queries`, etc. For more details, refer to the [documentation](https://docs.victoriametrics.com/anomaly-detection/components/reader/#vlogs-reader). It can be also used in [UI mode](https://docs.victoriametrics.com/anomaly-detection/ui/) for backtesting log-based anomaly detection configurations.
+- FEATURE: Added support for reading data from [VictoriaLogs stats queries](https://docs.victoriametrics.com/victorialogs/querying/#querying-log-range-stats) with `VLogsReader`. This reader allows querying and analyzing log data stored in VictoriaLogs, enabling anomaly detection on metrics generated from logs. It supports similar configuration options as `VmReader`, including `datasource_url`, `tenant_id`, `queries`, etc. For more details, refer to the [documentation](https://docs.victoriametrics.com/anomaly-detection/components/reader/#vlogs-reader). It can be also used in [UI mode](https://docs.victoriametrics.com/anomaly-detection/ui/) for backtesting log-based anomaly detection configurations.
 
 - IMPROVEMENT: Resolved the case in the [`IsolationForestModel`](https://docs.victoriametrics.com/anomaly-detection/components/models/#isolation-forest-multivariate) with `provide_series` common model [argument](https://docs.victoriametrics.com/anomaly-detection/components/models/#provide-series) including `yhat.*` series (prediction and confidence boundaries), which are not produced by this model. Now config validation will fail with a clear error message if such series names are requested.
 
@@ -168,7 +183,7 @@ Released: 2025-07-17
 
 - FEATURE: Added an option to reference environment variables in [configuration files](https://docs.victoriametrics.com/anomaly-detection/components/) using scalar string placeholders `%{ENV_NAME}`. See the [environment variables](https://docs.victoriametrics.com/anomaly-detection/components/#environment-variables) section for more details and examples. This feature is particularly useful for managing sensitive information like API keys or database credentials while still making it accessible to the service.
 
-- IMPROVEMENT: Added `iqr_threshold` to [OnlineQuantileModel](https://docs.victoriametrics.com/anomaly-detection/components/models/#online-seasonal-quantile) to refine the prediction boundaries without the need to manually adjusting `scale` [argument](https://docs.victoriametrics.com/anomaly-detection/components/models/#scale). Best set as >= 2 and used with smaller, robust quantiles (e.g. `(0.25, 0.5, 0.75)`) to both reduce the impact of outliers on the prediction boundaries and increase the likelyhood of having "non-anomalous" data within updated boundaries.
+- IMPROVEMENT: Added `iqr_threshold` to [OnlineQuantileModel](https://docs.victoriametrics.com/anomaly-detection/components/models/#online-seasonal-quantile) to refine the prediction boundaries without the need to manually adjusting `scale` [argument](https://docs.victoriametrics.com/anomaly-detection/components/models/#scale). Best set as >= 2 and used with smaller, robust quantiles (e.g. `(0.25, 0.5, 0.75)`) to both reduce the impact of outliers on the prediction boundaries and increase the likelihood of having "non-anomalous" data within updated boundaries.
 
 - IMPROVEMENT: Fixed duplicated calls to VictoriaMetrics' in [reader](https://docs.victoriametrics.com/anomaly-detection/components/reader/#vm-reader) for queries in `reader.queries` that are attached to multiple models in `models` [section](https://docs.victoriametrics.com/anomaly-detection/components/models/#queries) where previously, each model would independently fetch for the same query, leading to unnecessary load on the reader and VictoriaMetrics TSDB. Now, the reader will only be called once per unique (scheduler_alias, query_key) pair, and the results will be shared across all models that use the same query in the same scheduler.
 
@@ -270,7 +285,7 @@ Released: 2025-03-03
 > This release contains a bug introduced in [v1.18.7](#v1187) - [`PeriodicScheduler`](https://docs.victoriametrics.com/anomaly-detection/components/scheduler/#periodic-scheduler) where configurations with `fit_every` > `fit_window` could cause inference to be skipped for |fit_every - fit_window| time, until the next `fit_every` call happens. For `fit_every` > `fit_window` configurations we recommend upgrading to [v1.20.1](#v1201), which resolves this issue.
 
 - FEATURE: The `scale` argument is now a [common argument](https://docs.victoriametrics.com/anomaly-detection/components/models/#scale), previously supported only by [`ProphetModel`](https://docs.victoriametrics.com/anomaly-detection/components/models/#prophet) and [`OnlineQuantileModel`](https://docs.victoriametrics.com/anomaly-detection/components/models/#online-seasonal-quantile). Additionally, `scale` is now **two-sided**, represented as `[scale_lb, scale_ub]`. The previous format (`scale: x`) remains supported and will be automatically converted to `scale: [x, x]`.
-  
+
 - FEATURE: Introduced a post-processing step to clip `yhat`, `yhat_lower`, and `yhat_upper` to the configured `data_range` [values](https://docs.victoriametrics.com/anomaly-detection/components/reader/) in `VmReader`, if defined. This feature is disabled by default for backward compatibility. It can be enabled for models that generate predictions and estimates, such as [`ProphetModel`](https://docs.victoriametrics.com/anomaly-detection/components/models/#prophet), by setting the [common argument](https://docs.victoriametrics.com/anomaly-detection/components/models/#clip-predictions) `clip_predictions` to `True`.
 
 - IMPROVEMENT: Introduced the `anomaly_score_outside_data_range` [parameter](https://docs.victoriametrics.com/anomaly-detection/components/models/#score-outside-data-range) to allow overriding the default anomaly score (`1.01`) assigned when input values (`y`) fall outside the defined `data_range` (data domain violation). It improves flexibility for alerting rules and enables clearer visual distinction between different anomaly scenarios. Override can be configured at the **service level** (`settings`) or per **model instance** (`models.model_xxx`), with model-level values taking priority. If not explicitly set, the default anomaly score remains `1.01` for backward compatibility.
@@ -305,8 +320,8 @@ Released: 2025-01-20
 > This release contains a bug introduced in [v1.18.7](#v1187) - [`PeriodicScheduler`](https://docs.victoriametrics.com/anomaly-detection/components/scheduler/#periodic-scheduler) where configurations with `fit_every` > `fit_window` could cause inference to be skipped for |fit_every - fit_window| time, until the next `fit_every` call happens. For `fit_every` > `fit_window` configurations we recommend upgrading to [v1.20.1](#v1201), which resolves this issue.
 
 - FEATURE: Added support for per-query `tenant_id` in the [`VmReader`](https://docs.victoriametrics.com/anomaly-detection/components/reader/#vm-reader). This allows overriding the reader-level `tenant_id` within a single global `vmanomaly` configuration on a *per-query* basis, enabling isolation of data for different tenants in separate queries when querying the [VictoriaMetrics cluster version](https://docs.victoriametrics.com/victoriametrics/cluster-victoriametrics/). For details, see the [documentation](https://docs.victoriametrics.com/anomaly-detection/components/reader/#per-query-parameters).
-- IMPROVEMEMT: Speedup the model infer stage on multicore systems.
-- IMPROVEMEMT: Speedup the model fitting stage by 1.25-3x, depending on configuration complexity.
+- IMPROVEMENT: Speedup the model infer stage on multicore systems.
+- IMPROVEMENT: Speedup the model fitting stage by 1.25-3x, depending on configuration complexity.
 - IMPROVEMENT: Reduced service RAM usage by 5-10%, depending on configuration complexity.
 - BUGFIX: Now [`VmReader`](https://docs.victoriametrics.com/anomaly-detection/components/reader/#vm-reader) properly handles the cases where the number of queries processed in parallel (up to `reader.queries` cardinality) exceeds the default limit of 10 HTTP(S) connections, preventing potential data loss from discarded queries. The pool limit will automatically adjust to match `reader.queries` cardinality.
 - BUGFIX: Corrected the construction of write endpoints for cluster VictoriaMetrics `url`s (`tenant_id` arg is set) in `monitoring.push` [section configurations](https://docs.victoriametrics.com/anomaly-detection/components/monitoring/#push-config-parameters).
@@ -484,7 +499,7 @@ Released: 2024-08-26
 
 ## v1.15.5
 Released: 2024-08-19
-- BUGFIX: following [v1.15.2](https://docs.victoriametrics.com/anomaly-detection/changelog/#v1152) online model enhancement, now `data_range` parameter is correctly initialized for online models, created (for new time series returned by particular query) during `infer` calls. 
+- BUGFIX: following [v1.15.2](https://docs.victoriametrics.com/anomaly-detection/changelog/#v1152) online model enhancement, now `data_range` parameter is correctly initialized for online models, created (for new time series returned by particular query) during `infer` calls.
 
 ## v1.15.4
 Released: 2024-08-15
@@ -524,7 +539,7 @@ Released: 2024-08-06
 
 - FEATURE: Introduced the `optimized_business_params` key (list of strings) to the [`AutoTuned`](https://docs.victoriametrics.com/anomaly-detection/components/models/#autotuned) `optimization_params`. This allows particular business-specific parameters such as [`detection_direction`](https://docs.victoriametrics.com/anomaly-detection/components/models/#detection-direction) and [`min_dev_from_expected`](https://docs.victoriametrics.com/anomaly-detection/components/models/#minimal-deviation-from-expected) to remain **unchanged during optimizations, retaining their default values**.
 - IMPROVEMENT: Optimized the [`AutoTuned`](https://docs.victoriametrics.com/anomaly-detection/components/models/#autotuned) model logic to minimize deviations from the expected `anomaly_percentage` specified in the configuration and the detected percentage in the data, while also reducing discrepancies between the actual values (`y`) and the predictions (`yhat`).
-- IMPROVEMENT: Allow [`ProphetModel`](https://docs.victoriametrics.com/anomaly-detection/components/models/#prophet) to fit with multiple seasonalities when used in [`AutoTuned`](https://docs.victoriametrics.com/anomaly-detection/components/models/#autotuned) mode. 
+- IMPROVEMENT: Allow [`ProphetModel`](https://docs.victoriametrics.com/anomaly-detection/components/models/#prophet) to fit with multiple seasonalities when used in [`AutoTuned`](https://docs.victoriametrics.com/anomaly-detection/components/models/#autotuned) mode.
 
 ## v1.14.2
 Released: 2024-07-26
@@ -575,10 +590,10 @@ Released: 2024-03-31
 Released: 2024-02-22
 - FEATURE: Multi-scheduler support. Now users can use multiple [model specs](https://docs.victoriametrics.com/anomaly-detection/components/models/) in a single config (via aliasing), each spec can be run with its own (even multiple) [schedulers](https://docs.victoriametrics.com/anomaly-detection/components/scheduler/).
   - Introduction of `schedulers` arg in model spec:
-    - It allows each model to be managed by 1 (or more) schedulers, so overall resource usage is optimized and flexibility is preserved. 
+    - It allows each model to be managed by 1 (or more) schedulers, so overall resource usage is optimized and flexibility is preserved.
     - Passing an empty list or not specifying this param implies that each model is run in **all** the schedulers, which is a backward-compatible behavior.
     - Please find more details in docs on [Model section](https://docs.victoriametrics.com/anomaly-detection/components/models/#schedulers)
-- DEPRECATION: slight refactor of a scheduler config section 
+- DEPRECATION: slight refactor of a scheduler config section
   - Now schedulers are passed as a mapping of `scheduler_alias: scheduler_spec` under [scheduler](https://docs.victoriametrics.com/anomaly-detection/components/scheduler/) sections. Using old format (< [1.11.0](https://docs.victoriametrics.com/anomaly-detection/changelog/#v1110)) will produce warnings for now and will be removed in future versions.
 - DEPRECATION: The `--watch` CLI option for config file reloads is deprecated and will be ignored in the future.
 
@@ -586,11 +601,11 @@ Released: 2024-02-22
 Released: 2024-02-15
 - FEATURE: Multi-model support. Now users can specify multiple [model specs](https://docs.victoriametrics.com/anomaly-detection/components/models/) in a single config (via aliasing), as well as to reference what [queries from VmReader](https://docs.victoriametrics.com/anomaly-detection/components/reader/#config-parameters) it should be run on.
   - Introduction of `queries` arg in model spec:
-    - It allows the model to be executed only on a particular query subset from `reader` section. 
+    - It allows the model to be executed only on a particular query subset from `reader` section.
     - Passing an empty list or not specifying this param implies that each model is run on results from **all** queries, which is a backward-compatible behavior.
     - Please find more details in docs on [Model section](https://docs.victoriametrics.com/anomaly-detection/components/models/#queries)
 
-- DEPRECATION: slight refactor of a model config section 
+- DEPRECATION: slight refactor of a model config section
   - Now models are passed as a mapping of `model_alias: model_spec` under [model](https://docs.victoriametrics.com/anomaly-detection/components/models/) sections. Using old format (<= [1.9.2](https://docs.victoriametrics.com/anomaly-detection/changelog/#v192)) will produce warnings for now and will be removed in future versions.
   - Please find more details in docs on [Model section](https://docs.victoriametrics.com/anomaly-detection/components/models/)
 - IMPROVEMENT: now logs from [`monitoring.pull`](https://docs.victoriametrics.com/anomaly-detection/components/monitoring/#monitoring-section-config-example) GET requests to `/metrics` endpoint are shown only in DEBUG mode
@@ -641,7 +656,7 @@ Released: 2023-12-21
 
 ## v1.6.0
 Released: 2023-10-30
-- IMPROVEMENT: 
+- IMPROVEMENT:
   - now all the produced healthcheck metrics have `vmanomaly_` prefix for easier accessing.
   - updated docs for monitoring.
   > This is an backward-incompatible change, as metric names will be changed, resulting in new metrics creation, i.e. `model_datapoints_produced` will become `vmanomaly_model_datapoints_produced`
@@ -654,19 +669,19 @@ Released: 2023-10-30
 
 ## v1.5.1
 Released: 2023-09-18
-- IMPROVEMENT: Infer from the latest seen datapoint for each query. Handles the case datapoints arrive late. 
+- IMPROVEMENT: Infer from the latest seen datapoint for each query. Handles the case datapoints arrive late.
 
 
 ## v1.5.0
 Released: 2023-08-11
-- FEATURE: add `--license` and `--license-file` command-line flags for license code verification. 
+- FEATURE: add `--license` and `--license-file` command-line flags for license code verification.
 - IMPROVEMENT: Updated Python to 3.11.4 and updated dependencies.
 - IMPROVEMENT: Guide documentation for Custom Model usage.
 
 
 ## v1.4.2
 Released: 2023-06-09
-- BUGFIX: Fix case with received metric labels overriding generated.  
+- BUGFIX: Fix case with received metric labels overriding generated.
 
 
 ## v1.4.1

docs/anomaly-detection/FAQ.md

@@ -139,7 +139,7 @@ For information on migrating between different versions of `vmanomaly`, please r
 
 ## Choosing the right model for vmanomaly
 
-> {{% available_from "v1.28.3" anomaly %}} Try our [MCP Server](https://github.com/VictoriaMetrics-Community/mcp-vmanomaly) to get AI-assisted recommendations on selecting the best model and its configuration for your use case. See [installation guide](https://github.com/VictoriaMetrics-Community/mcp-vmanomaly#installation) for more details.
+> {{% available_from "v1.28.3" anomaly %}} Try our [MCP Server](https://github.com/VictoriaMetrics/mcp-vmanomaly) to get AI-assisted recommendations on selecting the best model and its configuration for your use case. See [installation guide](https://github.com/VictoriaMetrics/mcp-vmanomaly#installation) for more details.
 
 Selecting the best model for `vmanomaly` depends on the data's nature and the [types of anomalies](https://victoriametrics.com/blog/victoriametrics-anomaly-detection-handbook-chapter-2/#categories-of-anomalies) to detect. For instance, [Z-score](https://docs.victoriametrics.com/anomaly-detection/components/models/#online-z-score) is suitable for data without trends or seasonality, while more complex patterns might require models like [Prophet](https://docs.victoriametrics.com/anomaly-detection/components/models/#prophet).
 
@@ -151,7 +151,8 @@ Still not 100% sure what to use? We are [here to help](https://docs.victoriametr
 
 ## Incorporating domain knowledge
 
-> {{% available_from "v1.28.3" anomaly %}} Try our [MCP Server](https://github.com/VictoriaMetrics-Community/mcp-vmanomaly) to get AI-assisted recommendations on incorporating domain knowledge into your anomaly detection models. See [installation guide](https://github.com/VictoriaMetrics-Community/mcp-vmanomaly#installation) for more details.
+> [!TIP]
+> {{% available_from "v1.28.3" anomaly %}} Try our [MCP Server](https://github.com/VictoriaMetrics/mcp-vmanomaly) to get AI-assisted recommendations on incorporating domain knowledge into your anomaly detection models. See [installation guide](https://github.com/VictoriaMetrics/mcp-vmanomaly#installation) for more details. {{% available_from "v1.29.0" anomaly %}} Connect MCP server to the [vmanomaly UI](https://docs.victoriametrics.com/anomaly-detection/ui/) to benefit from better response quality and tool access in the UI Copilot, which provides AI-assisted configuration generation and debugging capabilities. See the [UI documentation](https://docs.victoriametrics.com/anomaly-detection/ui/#ai-assistance) for instructions on how to set it up.
 
 Anomaly detection models can significantly improve when incorporating business-specific assumptions about the data and what constitutes an anomaly. `vmanomaly` supports various [business-side configuration parameters](https://docs.victoriametrics.com/anomaly-detection/components/models/#common-args) across all built-in models to **reduce [false positives](https://victoriametrics.com/blog/victoriametrics-anomaly-detection-handbook-chapter-1/#false-positive)** and **align model behavior with business needs**, for example:
 
@@ -236,7 +237,7 @@ groups:
 
 > {{% available_from "v1.27.0" anomaly %}} You can also use the [vmanomaly UI](https://docs.victoriametrics.com/anomaly-detection/ui/) to generate alerting rules automatically based on your model configurations and selected thresholds.
 
-> {{% available_from "v1.28.3" anomaly %}} Check out our [MCP Server](https://github.com/VictoriaMetrics-Community/mcp-vmanomaly) to get AI-assisted recommendations on setting up alerting rules based on produced anomaly scores. See [installation guide](https://github.com/VictoriaMetrics-Community/mcp-vmanomaly#installation) for more details.
+> {{% available_from "v1.28.3" anomaly %}} Check out our [MCP Server](https://github.com/VictoriaMetrics/mcp-vmanomaly) to get AI-assisted recommendations on setting up alerting rules based on produced anomaly scores. See [installation guide](https://github.com/VictoriaMetrics/mcp-vmanomaly#installation) for more details.
 
 ## Preventing alert fatigue
 Produced anomaly scores are designed in such a way that values from 0.0 to 1.0 indicate non-anomalous data, while a value greater than 1.0 is generally classified as an anomaly. However, there are no perfect models for anomaly detection, that's why reasonable defaults expressions like `anomaly_score > 1` may not work 100% of the time. However, anomaly scores, produced by `vmanomaly` are written back as metrics to VictoriaMetrics, where tools like [`vmalert`](https://docs.victoriametrics.com/victoriametrics/vmalert/) can use [MetricsQL](https://docs.victoriametrics.com/victoriametrics/metricsql/) expressions to fine-tune alerting thresholds and conditions, balancing between avoiding [false negatives](https://victoriametrics.com/blog/victoriametrics-anomaly-detection-handbook-chapter-1/#false-negative) and reducing [false positives](https://victoriametrics.com/blog/victoriametrics-anomaly-detection-handbook-chapter-1/#false-positive).
@@ -419,7 +420,7 @@ services:
   # ...
   vmanomaly:
     container_name: vmanomaly
-    image: victoriametrics/vmanomaly:v1.28.7
+    image: victoriametrics/vmanomaly:v1.29.0
     # ...
     restart: always
     volumes:
@@ -637,7 +638,7 @@ options:
 Here’s an example of using the config splitter to divide configurations based on the `extra_filters` argument from the reader section:
 
 ```sh
-docker pull victoriametrics/vmanomaly:v1.28.6 && docker image tag victoriametrics/vmanomaly:v1.28.7 vmanomaly
+docker pull victoriametrics/vmanomaly:v1.29.0 && docker image tag victoriametrics/vmanomaly:v1.29.0 vmanomaly
 ```
 
 ```sh

docs/anomaly-detection/Migration.md

@@ -39,14 +39,14 @@ This section outlines the compatibility of different `vmanomaly` versions with v
 
 > Used if `settings.restore_state` is set to `true`. See argument details in the [configuration documentation](https://docs.victoriametrics.com/anomaly-detection/components/settings/#state-restoration).
 
-There are 2 types of compatibilitity to consider when migrating in stateful mode:
+There are 2 types of compatibility to consider when migrating in stateful mode:
 - **Global (in)compatibility**: The new version can seamlessly read and utilize the existing state without any modifications or data loss. Or, in case of incompatibility, the existing state must be dropped completely to proceed with the migration.
 - **Component (in)compatibility**: The new version may introduce changes that affect specific components (e.g., specific models, data formats) but can still operate with the existing state with some adjustments or drop of incompatible on disk artifacts.
 
 | Group start | Group end | Compatibility | Notes |
 |---------|--------- |------------|-------|
-| [v1.28.7](https://docs.victoriametrics.com/anomaly-detection/changelog/#v1287) | Latest* | Fully Compatible | Just a placeholder for new releases |
-| [v1.26.0](https://docs.victoriametrics.com/anomaly-detection/changelog/#v1262) | [v1.28.7](https://docs.victoriametrics.com/anomaly-detection/changelog/#v1287) | Fully Compatible | [v1.28.0](https://docs.victoriametrics.com/anomaly-detection/changelog/#v1280) introduced [rolling](https://docs.victoriametrics.com/anomaly-detection/components/models/#rolling-models) model class drop in favor of [online](https://docs.victoriametrics.com/anomaly-detection/components/models/#online-models) models (`rolling_quantile` and `std` models), however, it does not impact compatibility, as artifacts were not produced by default for rolling models. Also, offline `mad` and `zscore` models are redirecting to their respective online counterparts since [v1.28.4](https://docs.victoriametrics.com/anomaly-detection/changelog/#v1284). |
+| [v1.29.0](https://docs.victoriametrics.com/anomaly-detection/changelog/#v1290) | Latest* | Fully Compatible | Just a placeholder for new releases |
+| [v1.26.0](https://docs.victoriametrics.com/anomaly-detection/changelog/#v1262) | [v1.29.0](https://docs.victoriametrics.com/anomaly-detection/changelog/#v1290) | Fully Compatible | [v1.28.0](https://docs.victoriametrics.com/anomaly-detection/changelog/#v1280) introduced [rolling](https://docs.victoriametrics.com/anomaly-detection/components/models/#rolling-models) model class drop in favor of [online](https://docs.victoriametrics.com/anomaly-detection/components/models/#online-models) models (`rolling_quantile` and `std` models), however, it does not impact compatibility, as artifacts were not produced by default for rolling models. Also, offline `mad` and `zscore` models are redirecting to their respective online counterparts since [v1.28.4](https://docs.victoriametrics.com/anomaly-detection/changelog/#v1284). |
 | [v1.25.3](https://docs.victoriametrics.com/anomaly-detection/changelog/#v1253) | [v1.26.0](https://docs.victoriametrics.com/anomaly-detection/changelog/#v1270) | Partially Compatible* | [v1.25.3](https://docs.victoriametrics.com/anomaly-detection/changelog/#v1253) introduced `forecast_at` argument for base [univariate](https://docs.victoriametrics.com/anomaly-detection/components/models/#univariate-models) and `Prophet` [models](https://docs.victoriametrics.com/anomaly-detection/components/models/#prophet), however, itself remains backward-reversible from newer states like [v1.26.2](https://docs.victoriametrics.com/anomaly-detection/changelog/#v1262), [v1.27.0](https://docs.victoriametrics.com/anomaly-detection/changelog/#v1270). (All models except `isolation_forest_multivariate` class will be dropped) |
 | [v1.25.1](https://docs.victoriametrics.com/anomaly-detection/changelog/#v1251) | [v1.25.2](https://docs.victoriametrics.com/anomaly-detection/changelog/#v1252) | Fully Compatible | In [v1.25.1](https://docs.victoriametrics.com/anomaly-detection/changelog/#v1251) there was a change to `vmanomaly.db` metadata database format, so migrating from v1.24.0-v1.25.0 requires deletion of a state, see note above the table |
 | [v1.24.1](https://docs.victoriametrics.com/anomaly-detection/changelog/#v1241) | [v1.25.0](https://docs.victoriametrics.com/anomaly-detection/changelog/#v1250) | Partially Compatible* | In [v1.25.0](https://docs.victoriametrics.com/anomaly-detection/changelog/#v1250) there were changes to **data dump layout** and to `online_quantile` and `isolation_forest_multivariate` [model](https://docs.victoriametrics.com/anomaly-detection/components/models/) states, so to migrate from v1.24.0-v1.24.1 it is recommended to drop the state |

docs/anomaly-detection/QuickStart.md

@@ -30,7 +30,7 @@ The following options are available:
 
 ### Command-line arguments
 
-The `vmanomaly` service supports a set of command-line arguments to configure its behavior, including options for licensing, logging levels, and more. 
+The `vmanomaly` service supports a set of command-line arguments to configure its behavior, including options for licensing, logging levels, and more.
 
 > `vmanomaly` supports {{% available_from "v1.18.5" anomaly %}} running on config **directories**, see the `config` positional arg description in help message below.
 
@@ -49,7 +49,7 @@ options:
   -h                    Show this help message and exit
   --license STRING      License key for VictoriaMetrics Enterprise. See https://victoriametrics.com/products/enterprise/trial/ to obtain a trial license.
   --licenseFile PATH    Path to file with license key for VictoriaMetrics Enterprise. See https://victoriametrics.com/products/enterprise/trial/ to obtain a trial license.
-  --license.forceOffline 
+  --license.forceOffline
                         Whether to force offline verification for VictoriaMetrics Enterprise license key, which has been passed either via -license or via -licenseFile command-line flag. The issued
                         license key must support offline verification feature. Contact info@victoriametrics.com if you need offline license verification.
   --loggerLevel {DEBUG,WARNING,FATAL,ERROR,INFO}
@@ -91,7 +91,7 @@ groups:
           severity: warning
         annotations:
           summary: "{{ $labels.job }} instance {{ $labels.instance }} license expires in less than 30 days"
-          description: "{{ $labels.instance }} of job {{ $labels.job }} license expires in {{ $value | humanizeDuration }}. 
+          description: "{{ $labels.instance }} of job {{ $labels.job }} license expires in {{ $value | humanizeDuration }}.
             Please make sure to update the license before it expires."
 
       - alert: LicenseExpiresInLessThan7Days
@@ -100,18 +100,18 @@ groups:
           severity: critical
         annotations:
           summary: "{{ $labels.job }} instance {{ $labels.instance }} license expires in less than 7 days"
-          description: "{{ $labels.instance }} of job {{ $labels.job }} license expires in {{ $value | humanizeDuration }}. 
+          description: "{{ $labels.instance }} of job {{ $labels.job }} license expires in {{ $value | humanizeDuration }}.
             Please make sure to update the license before it expires."
 ```
 
 ### Docker
 
 > To run `vmanomaly`, you need to have VictoriaMetrics Enterprise license. You can get a trial license key [**here**](https://victoriametrics.com/products/enterprise/trial/). <br><br>
-> Due to the upcoming [DockerHub pull limits](https://docs.docker.com/docker-hub/usage/pulls), an additional image registry, **Quay.io**, has been introduced for VictoriaMetrics images, including [`vmanomaly`](https://quay.io/repository/victoriametrics/vmanomaly). If you encounter pull rate limits, switch from:  
+> Due to the upcoming [DockerHub pull limits](https://docs.docker.com/docker-hub/usage/pulls), an additional image registry, **Quay.io**, has been introduced for VictoriaMetrics images, including [`vmanomaly`](https://quay.io/repository/victoriametrics/vmanomaly). If you encounter pull rate limits, switch from:
 > ```
 > docker pull victoriametrics/vmanomaly:vX.Y.Z
 > ```
-> to:  
+> to:
 > ```
 > docker pull quay.io/victoriametrics/vmanomaly:vX.Y.Z
 > ```
@@ -122,7 +122,7 @@ Below are the steps to get `vmanomaly` up and running inside a Docker container:
 1. Pull Docker image:
 
 ```sh
-docker pull victoriametrics/vmanomaly:v1.28.7
+docker pull victoriametrics/vmanomaly:v1.29.0
 ```
 
 2. Create the license file with your license key.
@@ -142,7 +142,7 @@ docker run -it \
     -v ./license:/license \
     -v ./config.yaml:/config.yaml \
     -p 8490:8490 \
-    victoriametrics/vmanomaly:v1.28.7 \
+    victoriametrics/vmanomaly:v1.29.0 \
     /config.yaml \
     --licenseFile=/license \
     --loggerLevel=INFO \
@@ -159,7 +159,7 @@ docker run -it \
     -e VMANOMALY_DATA_DUMPS_DIR=/tmp/vmanomaly/data \
     -e VMANOMALY_MODEL_DUMPS_DIR=/tmp/vmanomaly/models \
     -p 8490:8490 \
-    victoriametrics/vmanomaly:v1.28.7 \
+    victoriametrics/vmanomaly:v1.29.0 \
     /config.yaml \
     --licenseFile=/license \
     --loggerLevel=INFO \
@@ -172,7 +172,7 @@ services:
   # ...
   vmanomaly:
     container_name: vmanomaly
-    image: victoriametrics/vmanomaly:v1.28.7
+    image: victoriametrics/vmanomaly:v1.29.0
     # ...
     restart: always
     volumes:
@@ -197,7 +197,7 @@ volumes:
   # ...
   # Enable if on-disk mode over in-memory is preferred
   # Required, if settings.restore_state is True
-  vmanomaly_data: {} 
+  vmanomaly_data: {}
 ```
 
 For a complete docker-compose example please refer to [our alerting guide](https://docs.victoriametrics.com/anomaly-detection/guides/guide-vmanomaly-vmalert/), chapter [docker-compose](https://docs.victoriametrics.com/anomaly-detection/guides/guide-vmanomaly-vmalert/#docker-compose)
@@ -226,8 +226,8 @@ If you are using [VM Operator](https://docs.victoriametrics.com/operator/) to ma
 
 To run `vmanomaly`, use YAML files or directories containing YAML files. The configuration files support shallow merge, allowing splitting the configuration into multiple files for better organization.
 
-> If you are using directories, all `.yaml` files inside will be shallow merged, without deeper recursion. If you want to merge multiple YAML files, you can specify them as separate arguments, e.g. 
-> ```shellhelp 
+> If you are using directories, all `.yaml` files inside will be shallow merged, without deeper recursion. If you want to merge multiple YAML files, you can specify them as separate arguments, e.g.
+> ```shellhelp
 >     vmanomaly config1.yaml config2.yaml ./config_dir/
 > ```
 
@@ -245,7 +245,7 @@ settings:
   restore_state: true  # restore state from previous run, available since v1.24.0
   # https://docs.victoriametrics.com/anomaly-detection/components/settings/#logger-levels
   # to override service-global logger levels, use the `logger_levels` section
-  logger_levels:  
+  logger_levels:
     # vmanomaly: INFO
     # scheduler: INFO
     # reader: INFO
@@ -288,11 +288,11 @@ reader:
   datasource_url: "https://play.victoriametrics.com/" # [YOUR_DATASOURCE_URL]
   tenant_id: '0:0'
   sampling_period: "5m"
-  queries: 
+  queries:
     # define your queries with MetricsQL - https://docs.victoriametrics.com/victoriametrics/metricsql/
     cpu_user:
       expr: 'sum(rate(node_cpu_seconds_total{mode=~"user"}[10m])) by (container)'
-      max_datapoints_per_query: 15000  # to deal with longer queries hitting seach.MaxPointsPerTimeseries
+      max_datapoints_per_query: 15000  # to deal with longer queries hitting search.MaxPointsPerTimeseries
     # other queries ...
 
 writer:
@@ -305,11 +305,11 @@ writer:
 
 ### UI
 
-{{% available_from "v1.26.0" anomaly %}} `vmanomaly`'s built-in web UI can be used for prototyping and interactive experimenting to produce vmanomaly's and vmalert's configuration files. Please refer to the [UI documentation](https://docs.victoriametrics.com/anomaly-detection/ui/) for detailed instructions and examples.
+{{% available_from "v1.26.0" anomaly %}} `vmanomaly`'s built-in web UI can be used for prototyping and interactive experimenting to produce vmanomaly's and vmalert's configuration files. Please refer to the [UI documentation](https://docs.victoriametrics.com/anomaly-detection/ui/) for detailed instructions and examples. {{% available_from "v1.29.0" anomaly %}} Connect MCP server to the UI to benefit from better response quality and tool access in the UI Copilot, which provides AI-assisted configuration generation and debugging capabilities. See the [UI documentation](https://docs.victoriametrics.com/anomaly-detection/ui/#ai-assistance) for instructions on how to set it up.
 
 ![vmanomaly-ui-overview](vmanomaly-ui-overview.webp)
 > [!TIP]
-Public playgrounds with pre-configured `vmanomaly` instances and VictoriaMetrics/VictoriaLogs/VictoriaTraces datasources are available for interactive experimenting without the need to set up your own instance or getting an enterprise license. You can find them in the [UI documentation](https://docs.victoriametrics.com/anomaly-detection/ui/#playgrounds) or access them directly via the links - [metrics](https://play-vmanomaly.victoriametrics.com/metrics/), [logs](https://play-vmanomaly.victoriametrics.com/logs/), [traces](https://play-vmanomaly.victoriametrics.com/traces/) - or embedded versions in the collapsible blocks.
+> Public playgrounds with pre-configured `vmanomaly` instances and VictoriaMetrics/VictoriaLogs/VictoriaTraces datasources are available for interactive experimenting without the need to set up your own instance or getting an enterprise license. You can find them in the [UI documentation](https://docs.victoriametrics.com/anomaly-detection/ui/#playgrounds) or access them directly via the links - [metrics](https://play-vmanomaly.victoriametrics.com/metrics/), [logs](https://play-vmanomaly.victoriametrics.com/logs/), [traces](https://play-vmanomaly.victoriametrics.com/traces/) - or embedded versions in the collapsible blocks.
 
 {{% collapse name="Playground on VictoriaMetrics Datasource" %}}
 
@@ -361,7 +361,7 @@ Public playgrounds with pre-configured `vmanomaly` instances and VictoriaMetrics
 
 {{% /collapse %}}
 
-{{% collapse name="Playground on VictoriaTraces Datasource" %}} 
+{{% collapse name="Playground on VictoriaTraces Datasource" %}}
 
 <div class="position-relative mb-3">
   <button
@@ -400,9 +400,9 @@ For optimal service behavior, consider the following tweaks when configuring `vm
 - Set up **config hot-reloading** {{% available_from "v1.25.0" anomaly %}} to automatically reload configurations on config files changes. This can be enabled via the `--watch` [CLI argument](https://docs.victoriametrics.com/anomaly-detection/quickstart/#command-line-arguments) and allows for configuration updates without explicit service restarts.
 
 **Schedulers**:
-- Configure the **inference frequency** in the [scheduler](https://docs.victoriametrics.com/anomaly-detection/components/scheduler/) section of the configuration file.  
-- Ensure that `infer_every` aligns with your **minimum required alerting frequency**.  
-  - For example, if receiving **alerts every 15 minutes** is sufficient (when `anomaly_score > 1`), set `infer_every` to match `reader.sampling_period` or override it per query via `reader.queries.query_xxx.step` for an optimal setup.  
+- Configure the **inference frequency** in the [scheduler](https://docs.victoriametrics.com/anomaly-detection/components/scheduler/) section of the configuration file.
+- Ensure that `infer_every` aligns with your **minimum required alerting frequency**.
+  - For example, if receiving **alerts every 15 minutes** is sufficient (when `anomaly_score > 1`), set `infer_every` to match `reader.sampling_period` or override it per query via `reader.queries.query_xxx.step` for an optimal setup.
 
 **Reader**:
 - Setup the datasource to read data from in the [reader](https://docs.victoriametrics.com/anomaly-detection/components/reader/) section. Include tenant ID if using a [cluster version of VictoriaMetrics](https://docs.victoriametrics.com/victoriametrics/cluster-victoriametrics/) (`multitenant` value {{% available_from "v1.16.2" anomaly %}} can be also used here).

docs/anomaly-detection/README.md

@@ -55,7 +55,7 @@ Get started with VictoriaMetrics Anomaly Detection by following our guides and i
 
 - **Quickstart**: Learn how to quickly set up `vmanomaly` by following the [Quickstart Guide](https://docs.victoriametrics.com/anomaly-detection/quickstart/).
 - **UI**: Explore anomaly detection configurations through the [vmanomaly UI](https://docs.victoriametrics.com/anomaly-detection/ui/).
-- **MCP**: Allow AI to assist you in generating service and alerting configurations, answering questions, planning migration with the [MCP Server](https://github.com/VictoriaMetrics-Community/mcp-vmanomaly). Find the setup guide how to setup and use it [here](https://github.com/VictoriaMetrics-Community/mcp-vmanomaly?tab=readme-ov-file#installation).
+- **MCP**: Allow AI to assist you in generating service and alerting configurations, answering questions, planning migration with the [MCP Server](https://github.com/VictoriaMetrics/mcp-vmanomaly). Find the setup guide how to setup and use it [here](https://github.com/VictoriaMetrics/mcp-vmanomaly?tab=readme-ov-file#installation).
 - **Integration**: Integrate anomaly detection into your existing observability stack. Find detailed steps [here](https://docs.victoriametrics.com/anomaly-detection/guides/guide-vmanomaly-vmalert/).
 - **Anomaly Detection Presets**: Enable anomaly detection on predefined sets of metrics. Learn more [here](https://docs.victoriametrics.com/anomaly-detection/presets/).
 

docs/anomaly-detection/UI.md

@@ -183,6 +183,94 @@ The best applications of this mode are:
 
 > However, the UI can be **combined with existing production jobs of anomaly detection, as it is available in non-blocking mode for all running vmanomaly instances** {{% available_from "v1.26.0" anomaly %}}, regardless of the preset or configuration used, just at a cost of increased resource usage.
 
+## AI Assistance
+
+{{% available_from "v1.29.0" anomaly %}} Copilot is an AI assistant built into the vmanomaly UI. It understands current anomaly detection configuration in the UI and helps iterate faster and obtain better results - without leaving the UI, searching the docs manually, or being an expert in anomaly detection.
+
+### What you can do with Copilot
+
+- **Ask questions** about any model (e.g. [Prophet](https://docs.victoriametrics.com/anomaly-detection/components/models/#prophet) or [Z-score](https://docs.victoriametrics.com/anomaly-detection/components/models/#online-z-score) — parameters, trade-offs, when to use each)
+- **Improve detection quality** — describe what's wrong ("too many false positives", "missing spikes") and Copilot reads the config, searches the docs, and proposes a validated configuration change to fix the issue.
+- **Get config suggestions inline** — suggestions appear as interactive cards with an explanation and a YAML diff; click **Apply** to write the change directly to your current settings, or **Decline** to keep the conversation going.
+
+### How it works
+
+Copilot appears as a **chat popup** anchored to the bottom-right corner of the page. The panel is resizable by dragging its left edge, and can be opened or closed by clicking the respective icon.
+
+> [!TIP] Copilot is context-aware
+> It reads your active model, scheduler, and anomaly settings from the UI automatically, so you don't need to paste your config manually.
+
+### Configuration
+
+AI Assistant is disabled by default; enable it with `VMANOMALY_COPILOT_ENABLED=true`, then configure an LLM provider API key and, optionally, a model. Once enabled and configured, Copilot will appear as a chat popup in the bottom-right corner of the UI.
+
+
+
+Supported providers and model formats:
+
+- **Anthropic** — set `ANTHROPIC_API_KEY`; model format: `anthropic:<model>`
+  - Examples: `claude-haiku-4-5`, `claude-sonnet-4-6`; see [full list](https://platform.claude.com/docs/en/about-claude/models/overview#latest-models-comparison)
+- **OpenAI** — set `OPENAI_API_KEY`; model format: `openai:<model>`
+  - Examples: `gpt-5-mini`, `gpt-5.2`; see [full list](https://platform.openai.com/docs/models)
+
+Set exactly one provider key matching your selected model provider:
+
+```bash
+# Anthropic
+export ANTHROPIC_API_KEY=your_key_here
+
+# or OpenAI
+export OPENAI_API_KEY=your_key_here
+```
+
+Optionally override the default model:
+
+```bash
+export VMANOMALY_COPILOT_MODEL=openai:gpt-5-mini
+```
+
+### MCP tools server
+
+Connects Copilot to [mcp-vmanomaly](https://github.com/VictoriaMetrics/mcp-vmanomaly) for full tool access (built-in docs, models configuration and validation, alerts recommendation, service healthchecks, etc.). Full [tools list](https://github.com/VictoriaMetrics/mcp-vmanomaly?tab=readme-ov-file#toolset):
+
+> [!NOTE]
+> Only `http` [mode](https://github.com/VictoriaMetrics/mcp-vmanomaly?tab=readme-ov-file#modes) is supported. Set `VMANOMALY_MCP_SERVER_URL` to the MCP server HTTP endpoint. The server must be reachable from within the vmanomaly container.
+
+For example:
+
+```bash
+export VMANOMALY_MCP_SERVER_URL=http://localhost:8081/mcp
+```
+
+Use `localhost` only when the vmanomaly process can reach the MCP server on its own loopback interface (for example, both running on the host). If vmanomaly runs in a separate Docker container, use a reachable container or host address instead.
+
+**Example**: if using Docker, run `mcp-vmanomaly` and vmanomaly UI in the same Docker network so they can reach each other by container name:
+
+```bash
+docker network create vmanomaly-network
+
+docker run -d --rm \
+  --name mcp-vmanomaly \
+  --network vmanomaly-network \
+  -e VMANOMALY_ENDPOINT=http://vmanomaly-instance:8490 \
+  -e MCP_SERVER_MODE=http \
+  -e MCP_LISTEN_ADDR=:8081 \
+  ghcr.io/victoriametrics/mcp-vmanomaly
+
+docker run -it --rm \
+  --name vmanomaly-instance \
+  --network vmanomaly-network \
+  -e VMANOMALY_COPILOT_ENABLED=true \
+  -e OPENAI_API_KEY="$OPENAI_API_KEY" \
+  -e VMANOMALY_COPILOT_MODEL=openai:gpt-5-mini \
+  -e VMANOMALY_MCP_SERVER_URL=http://mcp-vmanomaly:8081/mcp \
+  -p 8080:8080 \
+  -p 8490:8490 \
+  victoriametrics/vmanomaly:v1.29.0 \
+  vmanomaly_config.yaml
+```
+
+
 ## UI Navigation
 
 The vmanomaly UI provides a user-friendly interface for exploring and configuring anomaly detection models. The main components of the UI include:
@@ -501,6 +589,15 @@ If the **results** look good and the **model configuration should be deployed in
 
 ## Changelog
 
+### v1.5.0
+Released: 2026-03-05
+
+vmanomaly version: [v1.29.0](https://docs.victoriametrics.com/anomaly-detection/changelog/#v1290)
+
+- FEATURE: Allowed AI assistance use for documentation Q&A, model configuration suggestion and application, optionally backed by [MCP Server tools](https://github.com/VictoriaMetrics/mcp-vmanomaly/tree/main). Please refer to [AI Assistance](https://docs.victoriametrics.com/anomaly-detection/ui/#ai-assistance) section for details.
+- FEATURE: Added filtering of timeseries in the Visualization Panel by labels and statistics (e.g. anomaly count) to focus on the most relevant series when many series are returned by the query.
+- BUGFIX: Fixed missing datapoints in [BacktestingScheduler](https://docs.victoriametrics.com/anomaly-detection/components/scheduler/#backtesting-scheduler) windows combined with [exact mode](https://docs.victoriametrics.com/anomaly-detection/components/scheduler/#defining-inference-timeframe-1), leading to "gaps" in plotted predictions and scores.
+
 ### v1.4.3
 Released: 2026-02-09
 

docs/anomaly-detection/components/models.md

@@ -1219,7 +1219,7 @@ monitoring:
 Let's pull the docker image for `vmanomaly`:
 
 ```sh
-docker pull victoriametrics/vmanomaly:v1.28.7
+docker pull victoriametrics/vmanomaly:v1.29.0
 ```
 
 Now we can run the docker container putting as volumes both config and model file:
@@ -1233,7 +1233,7 @@ docker run -it \
 -v $(PWD)/license:/license \
 -v $(PWD)/custom_model.py:/vmanomaly/model/custom.py \
 -v $(PWD)/custom.yaml:/config.yaml \
-victoriametrics/vmanomaly:v1.28.7 /config.yaml \
+victoriametrics/vmanomaly:v1.29.0 /config.yaml \
 --licenseFile=/license
 --watch
 ```

docs/anomaly-detection/components/reader.md

@@ -76,7 +76,7 @@ There is change {{% available_from "v1.13.0" anomaly %}} of [`queries`](https://
 
 - `data_range`{{% available_from "v1.15.1" anomaly %}} (list[float | string]): It allows defining **valid** data ranges for input per individual query in `queries`, resulting in:
   - **High anomaly scores** (>1) when the *data falls outside the expected range*, indicating a data range constraint violation (e.g. improperly configured metricsQL query, sensor malfunction, overflows in underlying metrics, etc.). Anomaly scores can be set to a specific value, like `5`, to indicate a strong violation, using the `anomaly_score_outside_data_range` [arg](https://docs.victoriametrics.com/anomaly-detection/components/models/#score-outside-data-range) of a respective model this query is used in.
-  - **Lowest anomaly scores** (=0) when the *model's predictions (`yhat`) fall outside the expected range*, meaning uncertain predictions that does not really aligh with the data.
+  - **Lowest anomaly scores** (=0) when the *model's predictions (`yhat`) fall outside the expected range*, meaning uncertain predictions that does not really align with the data.
 
   Works together with `anomaly_score_outside_data_range` [arg](https://docs.victoriametrics.com/anomaly-detection/components/models/#score-outside-data-range) of a model to determine the anomaly score for such cases as well as with `clip_predictions` [arg](https://docs.victoriametrics.com/anomaly-detection/components/models/#clip-predictions) of a model to clip the predictions to the expected range.
 
@@ -95,7 +95,7 @@ There is change {{% available_from "v1.13.0" anomaly %}} of [`queries`](https://
 
   > The recommended approach for using per-query `tenant_id`s is to set both `reader.tenant_id` and `writer.tenant_id` to `multitenant`. See [this section](https://docs.victoriametrics.com/anomaly-detection/components/writer/#multitenancy-support) for more details. Configurations where `reader.tenant_id` equals `writer.tenant_id` and is not `multitenant` are also considered safe, provided there is a single, DISTINCT `tenant_id` defined in the reader (either at the reader level or the query level, if set).
 
-- `offset` {{% available_from "v1.25.3" anomaly %}} (string): this optional argument allows specifying a time offset for the query, which can be useful for adjusting the query time range to account for data collection delays or other timing issues. The offset is specified as a string (e.g., "15s", "-20s") and will be applied to the query time range. Valid resolutions are `ms`, `s`, `m`, `h`, `d` (miliseconds, seconds, minutes, hours, days). If not set, defaults to `0s` (0). See [FAQ](https://docs.victoriametrics.com/anomaly-detection/faq/#using-offsets) for more details.
+- `offset` {{% available_from "v1.25.3" anomaly %}} (string): this optional argument allows specifying a time offset for the query, which can be useful for adjusting the query time range to account for data collection delays or other timing issues. The offset is specified as a string (e.g., "15s", "-20s") and will be applied to the query time range. Valid resolutions are `ms`, `s`, `m`, `h`, `d` (milliseconds, seconds, minutes, hours, days). If not set, defaults to `0s` (0). See [FAQ](https://docs.victoriametrics.com/anomaly-detection/faq/#using-offsets) for more details.
 
 ### Per-query config example
 ```yaml
@@ -133,7 +133,7 @@ reader:
         <tr>
             <th>Parameter</th>
             <th>Example</th>
-            <th><span style="white-space: nowrap;">Description</span></th>  
+            <th><span style="white-space: nowrap;">Description</span></th>
         </tr>
     </thead>
     <tbody>
@@ -276,8 +276,8 @@ Timeout for the requests, passed as a string
 `false`
             </td>
             <td>
-Verify TLS certificate. If `False`, it will not verify the TLS certificate. 
-If `True`, it will verify the certificate using the system's CA store. 
+Verify TLS certificate. If `False`, it will not verify the TLS certificate.
+If `True`, it will verify the certificate using the system's CA store.
 If a path to a CA bundle file (like `ca.crt`), it will verify the certificate using the provided CA bundle.
             </td>
         </tr>
@@ -485,7 +485,7 @@ To experiment with MetricsQL queries for `VmReader`, you can use the [VictoriaMe
 
 `vmanomaly` supports [mutual TLS (mTLS)](https://en.wikipedia.org/wiki/Mutual_authentication){{% available_from "v1.16.3" anomaly %}} for secure communication across its components, including [VmReader](https://docs.victoriametrics.com/anomaly-detection/components/reader/#vm-reader), [VmWriter](https://docs.victoriametrics.com/anomaly-detection/components/writer/#vm-writer), and [Monitoring/Push](https://docs.victoriametrics.com/anomaly-detection/components/monitoring/#push-config-parameters). This allows for mutual authentication between the client and server when querying or writing data to [VictoriaMetrics Enterprise, configured for mTLS](https://docs.victoriametrics.com/victoriametrics/single-server-victoriametrics/#mtls-protection).
 
-mTLS ensures that both the client and server verify each other's identity using certificates, which enhances security by preventing unauthorized access. 
+mTLS ensures that both the client and server verify each other's identity using certificates, which enhances security by preventing unauthorized access.
 
 To configure mTLS, the following parameters can be set in the [config](#config-parameters):
 - `verify_tls`: If set to a string, it functions like the `-mtlsCAFile` command-line argument of VictoriaMetrics, specifying the CA bundle to use. Set to `True` to use the system's default certificate store.
@@ -521,7 +521,7 @@ reader:
 
 ## VictoriaLogs reader
 
-{{% available_from "v1.26.0" anomaly %}} `vmanomaly` can read data from [VictoriaLogs stats queries](https://docs.victoriametrics.com/victorialogs/querying/#querying-log-range-stats) endpoint with `VLogsReader`. This reader allows quering and analyzing log data stored in [VictoriaLogs](https://docs.victoriametrics.com/victorialogs/), enabling anomaly detection on metrics generated from logs. **Querying [VictoriaTraces](https://docs.victoriametrics.com/victoriatraces/) is supported with the same reader, as the endpoints for both are equivalent.**
+{{% available_from "v1.26.0" anomaly %}} `vmanomaly` can read data from [VictoriaLogs stats queries](https://docs.victoriametrics.com/victorialogs/querying/#querying-log-range-stats) endpoint with `VLogsReader`. This reader allows querying and analyzing log data stored in [VictoriaLogs](https://docs.victoriametrics.com/victorialogs/), enabling anomaly detection on metrics generated from logs. **Querying [VictoriaTraces](https://docs.victoriametrics.com/victoriatraces/) is supported with the same reader, as the endpoints for both are equivalent.**
 
 Its queries should be expressed in [LogsQL*](https://docs.victoriametrics.com/victorialogs/logsql/) language that both VictoriaLogs and VictoriaTraces support, with the focus on using [stats pipe](https://docs.victoriametrics.com/victorialogs/logsql/#stats-pipe) functions to calculate metrics from logs.
 
@@ -658,7 +658,7 @@ You can also access **embedded version of the playground below** (VictoriaLogs d
         <tr>
             <th>Parameter</th>
             <th>Example</th>
-            <th><span style="white-space: nowrap;">Description</span></th>  
+            <th><span style="white-space: nowrap;">Description</span></th>
         </tr>
     </thead>
     <tbody>
@@ -799,8 +799,8 @@ Frequency of the points returned. Will be converted to `/select/stats_query_rang
 `false`
             </td>
             <td>
-Verify TLS certificate. If `False`, it will not verify the TLS certificate. 
-If `True`, it will verify the certificate using the system's CA store. 
+Verify TLS certificate. If `False`, it will not verify the TLS certificate.
+If `True`, it will verify the certificate using the system's CA store.
 If a path to a CA bundle file (like `ca.crt`), it will verify the certificate using the provided CA bundle.
             </td>
         </tr>
@@ -808,7 +808,7 @@ If a path to a CA bundle file (like `ca.crt`), it will verify the certificate us
             <td>
 <span style="white-space: nowrap;">`tls_cert_file`</span>
             </td>
-            <td>    
+            <td>
 
 `path/to/cert.crt`
             </td>
@@ -922,7 +922,7 @@ reader:
       step: '2m'  # overrides global `sampling_period` of 1m
       # other per-query parameters as needed
   # other reader-level parameters as needed
-    
+
 # other config sections, like models, schedulers, writer, ...
 ```
 

docs/anomaly-detection/components/settings.md

@@ -69,7 +69,7 @@ reader:
   query_from_last_seen_timestamp: False
   verify_tls: False
   # other reader settings
-  
+
 writer:
   class: "vm"
   datasource_url: http://localhost:8428
@@ -128,7 +128,7 @@ reader:
   query_from_last_seen_timestamp: False
   verify_tls: False
   # other reader settings
-  
+
 writer:
   class: "vm"
   datasource_url: http://localhost:8428
@@ -157,7 +157,7 @@ By default, `restore_state` is set to `false`, meaning the service will start fr
 ### Benefits
 
 This feature improves the experience of using the anomaly detection service in several ways:
-- **Operational continuity**: Production of anomaly scores is resumed from the last known state, minimizing downtime, especially useful in conbination with [periodic schedulers](https://docs.victoriametrics.com/anomaly-detection/components/scheduler/#periodic-scheduler) with `start_from` argument explicitly defined.
+- **Operational continuity**: Production of anomaly scores is resumed from the last known state, minimizing downtime, especially useful in combination with [periodic schedulers](https://docs.victoriametrics.com/anomaly-detection/components/scheduler/#periodic-scheduler) with `start_from` argument explicitly defined.
 - **Resource efficiency**: Avoids unnecessary resource and time consumption by not retraining models that have already been trained and remain actual, or querying redundant data from VictoriaMetrics TSDB.
 - **Config hot-reloading**: Allows for on-the-fly configuration changes with the reuse of unchanged models/data/scheduler combinations, avoiding unnecessary retraining, additional resource utilization and manual service restarts. Please refer to the [hot-reload](https://docs.victoriametrics.com/anomaly-detection/components/#hot-reload) section for more details on how to use this feature.
 
@@ -210,7 +210,7 @@ reader:
   query_from_last_seen_timestamp: False
   verify_tls: False
   # other reader settings
-  
+
 writer:
   class: "vm"
   datasource_url: http://localhost:8428
@@ -320,7 +320,7 @@ The section is **backward-compatible and disabled by default**, meaning that all
 - The service is restarted with `restore_state` set to `false`, which triggers a cleanup of all stored artifacts.
 - The models are marked as outdated once scheduled re-fitting is due, leading to retraining and replacement of previous artifacts.
 
-`ttl` argument defines the time-to-live period for model instances and their training data. It should be a valid period string (e.g., `7d` for 7 days, `30d` for 30 days, etc.). If a model instance or its training data has not been used for inference or refitting within this period, it will be considered stale and eligible for cleanup. 
+`ttl` argument defines the time-to-live period for model instances and their training data. It should be a valid period string (e.g., `7d` for 7 days, `30d` for 30 days, etc.). If a model instance or its training data has not been used for inference or refitting within this period, it will be considered stale and eligible for cleanup.
 
 > If set higher than respective scheduler's `fit_every` period, the ttl will have no effect, as models will always be refitted before they become stale.
 

docs/anomaly-detection/guides/guide-vmanomaly-vmalert/README.md

@@ -395,7 +395,7 @@ services:
     restart: always
   vmanomaly:
     container_name: vmanomaly
-    image: victoriametrics/vmanomaly:v1.28.5
+    image: victoriametrics/vmanomaly:v1.29.0
     depends_on:
       - "victoriametrics"
     ports:

docs/guides/getting-started-with-opentelemetry/README.md

@@ -316,4 +316,4 @@ using query `service.name: unknown_service:otel`.
 ## Limitations
 
 - VictoriaMetrics and VictoriaLogs do not support experimental JSON encoding [format](https://github.com/open-telemetry/opentelemetry-proto/blob/main/examples/metrics.json).
-- VictoriaMetrics supports only the `AggregationTemporalityCumulative` type for [histogram](https://opentelemetry.io/docs/specs/otel/metrics/data-model/#histogram) and [summary](https://opentelemetry.io/docs/specs/otel/metrics/data-model/#summary-legacy). Either consider using cumulative temporality or use the [`delta-to-cumulative processor`](https://github.com/open-telemetry/opentelemetry-collector-contrib/tree/main/processor/deltatocumulativeprocessor) to convert to cumulative temporality in OpenTelemetry Collector.
+

docs/guides/grafana-vmauth-openid-configuration/README.md

@@ -0,0 +1,463 @@
+Using [Grafana](https://grafana.com/) with [vmauth](https://docs.victoriametrics.com/victoriametrics/vmauth/) is an effective way to provide [multi-tenant](https://docs.victoriametrics.com/victoriametrics/cluster-victoriametrics/#multitenancy) access to your metrics, logs, and traces.
+vmauth provides a way to authenticate users using [JWT tokens](https://en.wikipedia.org/wiki/JSON_Web_Token) {{% available_from "v1.138.0" %}} issued by an external identity provider.
+Those tokens can include information about the user and their tenant, which vmauth can use to restrict access so users only see metrics in their own tenant.
+
+This guide walks through configuring Grafana with OIDC to query metrics from both single-node and cluster deployments of VictoriaMetrics.
+
+## Prerequisites
+
+* [Docker](https://docs.docker.com/engine/install/) and [docker compose](https://docs.docker.com/compose/) must be installed.
+* [jq tool](https://jqlang.org/)
+* Add `grafana` and `keycloak` hosts to the `/etc/hosts` file, pointing to `127.0.0.1`.
+
+```
+# /etc/hosts
+
+# Setup vmauth - Multi-Tenant Access with Grafana & OIDC
+# https://docs.victoriametrics.com/guides/grafana-vmauth-openid-configuration/#prerequisites
+127.0.0.1 keycloak grafana
+```
+
+## Identity provider
+
+The identity provider must be able to issue JWT tokens with the following `vm_access` claim:
+
+```json
+{
+  "exp": 1772019469,
+  "vm_access": {
+    "metrics_account_id": 0,
+    "metrics_project_id": 0,
+    "metrics_extra_labels": [
+      "team=dev"
+    ],
+    "metrics_extra_filters": [
+     "{env=~\"aws|gcp\",cluster!=\"production\"}"
+    ]
+  }
+}
+```
+> Note: all properties inside `vm_access` are optional and could be omitted. `vm_access: {}` is a valid claim value.
+
+Some identity providers support only string-based claim values, and vmauth supports these as well:
+```json
+{
+  "exp": 1772019469,
+  "vm_access": "{\"metrics_account_id\": 0, \"metrics_project_id\": 0}"
+}
+```
+
+See details about all supported options in the [vmauth - JWT token auth proxy](https://docs.victoriametrics.com/victoriametrics/vmauth/#jwt-token-auth-proxy).
+
+### Setup Keycloak
+
+[Keycloak](https://www.keycloak.org/) is an open-source identity provider that can issue JWT tokens.
+
+Add the following section to your `compose.yaml` file to configure Keycloak:
+
+```yaml
+# compose.yaml
+services:
+  keycloak:
+    image: quay.io/keycloak/keycloak:26.3
+    command:
+      - start-dev
+      - --http-port=3001
+    ports:
+      - 127.0.0.1:3001:3001
+    environment:
+      KC_HOSTNAME_BACKCHANNEL_DYNAMIC: "true"
+      KC_HOSTNAME: http://keycloak:3001/
+      KC_BOOTSTRAP_ADMIN_USERNAME: admin
+      KC_BOOTSTRAP_ADMIN_PASSWORD: change_me
+    volumes:
+      - keycloakdata:/opt/keycloak/data
+
+volumes:
+  keycloakdata: {}
+```
+
+Start the services:
+```sh
+docker compose up
+```
+
+Once Keycloak is available, follow the steps below to configure the OIDC client and users for Grafana:
+
+### Create client
+
+1. Open [http://keycloak:3001](http://keycloak:3001).
+1. Log in with credentials.
+    - Username: `admin`
+    - Password: `change_me`
+1. Go to `Clients` -> `Create client`.
+    - Use `OpenID Connect` as `Client Type`.
+    - Specify `grafana` as `Client ID`.
+    - Click `Next`.
+   ![Create client 1](create-client-1.webp)
+1. Enable `Client authentication`
+    - Enable `Authorization`.
+    - Enable `Direct access grants` (this is only required for testing the token but it can be disabled in production)
+   ![Create client 2](create-client-2.webp)
+    - Click `Next`.
+1. Add the Grafana URL as `Root URL`. For example, `http://grafana:3000`.
+   ![Create client 3](create-client-3.webp)
+    - Click `Save`.
+1. Go to `Clients` -> `grafana` -> `Client scopes`.
+   ![Create mapper 1](create-mapper-1.webp)
+   - Click on `grafana-dedicated` -> `Configure a new mapper` -> `User attribute`.
+   ![Create mapper 2](create-mapper-2.webp)
+1. Configure the mapper as follows:
+   - Set `Name` to `vm_access`.
+   - Set `User Attribute` to `vm_access`.
+   - Set `Token Claim Name` to `vm_access`.
+   - Set `Claim JSON Type` to `JSON`.
+   - Enable `Add to ID token` and `Add to access token`.
+   
+   ![Create mapper 3](create-mapper-3.webp)
+   - Click `Save`.
+
+### Create users
+
+1. Go to `Realm settings` -> `User profile`.
+   - Click `Create attribute`.
+   - Specify `vm_access` as `Attribute [Name]`.
+   ![User attributes](create-attribute.webp)
+   - Click `Create`.
+1. Go to `Users` -> `Add user`.
+   - Mark email as verified.
+   - Specify `test-dev` as `Username`.
+   - Specify `test-dev@example.com` as `Email`.
+   - Specify `vm_access` as `{"metrics_account_id": 1, "metrics_project_id": 2, "metrics_extra_labels": ["team=dev"]}`.
+   - Press `Create`
+   ![User attributes](user-attributes.webp)
+   - Go to `Users` -> `test-dev` user -> `Credentials` tab.
+   - Press `Set Password`.
+   - Type the password `testpass`.
+   - Disable `Temporary` option 
+   - Press `Save` and confirm.
+
+1. Go to `Users` -> `admin` user.
+   - Mark email as verified.
+   - Specify `admin@example.com` as `Email`.
+   - Specify `vm_access` as `{"metrics_account_id": 1, "metrics_project_id": 2, "metrics_extra_labels": ["team=admin"]}`.
+   - Click `Save`.
+
+### Test identity provider
+
+Gather the following information needed to configure Grafana:
+
+1. The Realm name must be `master`. To get the name, go to `Realm settings` -> `General` and copy the `Name`.
+1. The Client ID must be `grafana`. To get the ID, go to `Clients` -> `grafana` -> `Settings` and copy the `Client ID`.
+1. The Client Secret is dynamically generated. To get the secret, go to `Clients` -> `grafana` -> `Credentials` and copy the `Client Secret`.<br>
+   ![Client secret](client-secret.webp)
+   <br>
+
+Test that everything is working by requesting a token using `curl`:
+
+```sh
+TOKEN=$(curl --fail -s -X POST "http://keycloak:3001/realms/master/protocol/openid-connect/token" \
+    -H "Content-Type: application/x-www-form-urlencoded" \
+    -d "client_id=grafana" \
+    -d "client_secret={CLIENT_SECRET}" \
+    -d "grant_type=password" \
+    -d "username=test-dev" \
+    -d "password=testpass" | jq -r '.access_token') && echo $TOKEN
+```
+
+<!--
+fish example:
+set TOKEN (curl --fail -s -X POST "http://keycloak:3001/realms/master/protocol/openid-connect/token" \
+  -H "Content-Type: application/x-www-form-urlencoded" \
+  -d "client_id=grafana" \
+  -d "client_secret={CLIENT_SECRET}" \
+  -d "grant_type=password" \
+  -d "username=test-dev" \
+  -d "password=testpass" | jq -r '.access_token'); and echo $TOKEN
+-->
+
+The response should contain a valid JWT token with the `vm_access` claim. 
+Use [jwt.io](https://jwt.io/) to decode and verify that the vm_access claim is present with the expected values.
+
+> Please note that the issued token is short-lived, so you might need to refresh it before use in later chapters. 
+
+## VictoriaMetrics
+
+### Storage and scraping
+
+First, create a `scrape.yaml` file with vmagent scrape configuration to ingest data into vmsingle and vmstorage for testing purposes:
+
+```yaml
+# scrape.yaml
+scrape_configs:
+  - job_name: stat
+    metric_relabel_configs:
+      # The team label showcases extra_filter functionality used with vmsingle.
+      - if: "{instance =~ 'vmauth.*'}"
+        action: replace
+        target_label: team
+        replacement: admin
+      - if: "{instance =~ 'vmagent.*'}"
+        action: replace
+        target_label: team
+        replacement: dev
+
+      # The vm_account_id and vm_project_id labels showcase tenant functionality used with vmcluster
+      - if: "{instance =~ 'vmauth.*'}"
+        action: replace
+        target_label: vm_account_id
+        replacement: '1'
+      - if: "{instance =~ 'vmauth.*'}"
+        action: replace
+        target_label: vm_project_id
+        replacement: '2'
+      - if: "{instance =~ 'vmagent.*'}"
+        action: replace
+        target_label: vm_account_id
+        replacement: '1'
+      - if: "{instance =~ 'vmagent.*'}"
+        action: replace
+        target_label: vm_project_id
+        replacement: '2'
+    static_configs:
+      - targets:
+          - vmagent:8429
+          - vmauth:8427
+
+```
+
+Add VictoriaMetrics single-node and cluster to the `compose.yaml` file.
+These services will be used to store metrics scraped by vmagent and to query them via Grafana using vmauth.
+
+Relabeling rules will add the `team` label to the scraped metrics in order to test multi-tenant access.
+Metrics from `vmagent` will be labeled with `team=dev` and metrics from `vmauth` will be labeled with `team=admin`.
+
+vmagent will write data into VictoriaMetrics single-node and cluster (with tenant `1:2`).
+
+```yaml
+# compose.yaml
+services:
+  vmsingle:
+    image: victoriametrics/victoria-metrics:v1.138.0
+
+  vmstorage:
+    image: victoriametrics/vmstorage:v1.138.0-cluster
+
+  vminsert:
+    image: victoriametrics/vminsert:v1.138.0-cluster
+    command:
+      - -storageNode=vmstorage:8400
+
+  vmselect:
+    image: victoriametrics/vmselect:v1.138.0-cluster
+    command:
+      - -storageNode=vmstorage:8401
+
+  vmagent:
+    image: victoriametrics/vmagent:v1.138.0
+    volumes:
+      - ./scrape.yaml:/etc/vmagent/config.yaml
+    command:
+      - -promscrape.config=/etc/vmagent/config.yaml
+      - -remoteWrite.url=http://vminsert:8480/insert/multitenant/prometheus/api/v1/write
+      - -remoteWrite.url=http://vmsingle:8428/api/v1/write
+```
+
+### Vmauth
+
+Before we start, let's explore the concept of placeholders supported in the vmauth configuration.
+Placeholders can be used inside the `url_prefix` property to restrict access by setting the [tenant](https://docs.victoriametrics.com/victoriametrics/cluster-victoriametrics/#url-format) or [extra filters](https://docs.victoriametrics.com/victoriametrics/single-server-victoriametrics/#prometheus-querying-api-enhancements).
+
+A placeholder value is taken from the authenticated JWT token.
+The following placeholders are supported:
+- `{{.MetricsTenant}}` placeholder is a combination of `vm_access.metrics_account_id` and `vm_access.metrics_project_id` delimited by `:`.
+- `{{.MetricsExtraLabels}}` placeholder is substituted from `vm_access.metrics_extra_labels` claim property.
+- `{{.MetricsExtraFilters}}` placeholder is substituted from `vm_access.metrics_extra_filters` claim property.
+
+Now, let's create a vmauth configuration file `auth.yaml` that enables OIDC authorization using the [identity provider](https://docs.victoriametrics.com/guides/grafana-vmauth-openid-configuration/#identity-provider).
+For cluster access, we use the `{{.MetricsTenant}}` placeholder to route requests to a specific tenant.
+For single-node access, we use `{{.MetricsExtraLabels}}`. 
+Read more about templating in vmauth [docs](https://docs.victoriametrics.com/victoriametrics/vmauth/#jwt-claim-based-request-templating).
+
+```yaml
+# auth.yaml
+users:
+  - jwt:
+      oidc:
+        issuer: 'http://keycloak:3001/realms/master'
+    url_map:
+      - src_paths:
+          - "/insert/.*"
+        drop_src_path_prefix_parts: 1
+        url_prefix: "http://vminsert:8480/insert/{{.MetricsTenant}}/prometheus/"
+      - src_paths:
+          - "/select/.*"
+        drop_src_path_prefix_parts: 1
+        url_prefix: "http://vmselect:8481/select/{{.MetricsTenant}}/prometheus/"
+      - src_paths:
+          - "/single/.*"
+        drop_src_path_prefix_parts: 1
+        url_prefix: "http://vmsingle:8428?extra_label={{.MetricsExtraLabels}}"
+```
+
+Now add the vmauth service to `compose.yaml`:
+
+```yaml
+# compose.yaml
+services:
+  vmauth:
+    image: docker.io/victoriametrics/vmauth:v1.138.0
+    ports:
+      - 8427:8427
+    volumes:
+      - ./auth.yaml:/auth.yaml
+    command:
+      - -auth.config=/auth.yaml
+```
+
+### Test vmauth
+
+Start the services:
+
+```sh
+docker compose up
+```
+
+Use the token obtained in the [Test identity provider](https://docs.victoriametrics.com/guides/grafana-vmauth-openid-configuration/#test-identity-provider) section to test vmauth configuration.
+
+Cluster select:
+```sh
+curl --fail http://localhost:8427/select/api/v1/status/buildinfo -H "Authorization: Bearer $TOKEN"
+
+# Output:
+# {"status":"success","data":{"version":"2.24.0"}}
+```
+
+Cluster insert:
+```sh
+curl --fail http://localhost:8427/insert/api/v1/write -H "Authorization: Bearer $TOKEN" -i
+# Output
+# HTTP/1.1 204 No Content
+# ...
+```
+
+Single select:
+```sh
+curl --fail http://localhost:8427/single/api/v1/status/buildinfo -H "Authorization: Bearer $TOKEN"
+
+# Output:
+# {"status":"success","data":{"version":"2.24.0"}}
+```
+
+## Grafana
+
+### Setup
+
+Add the Grafana service to the `compose.yaml` file.
+This configuration enables OAuth authentication using the previously configured Keycloak service as the identity provider.
+Don't forget to replace the `{CLIENT_SECRET}` placeholder with the actual client secret gathered earlier.
+
+```yaml
+# compose.yaml
+services:
+  grafana:
+    image: grafana/grafana:12.1.0
+    ports:
+      - 3000:3000
+    environment:
+      GF_SERVER_ROOT_URL: http://grafana:3000
+      GF_AUTH_GENERIC_OAUTH_ENABLED: true
+      GF_AUTH_GENERIC_OAUTH_ALLOW_SIGN_UP: true
+      GF_AUTH_GENERIC_OAUTH_NAME: keycloak
+      GF_AUTH_GENERIC_OAUTH_CLIENT_ID: grafana
+      GF_AUTH_GENERIC_OAUTH_CLIENT_SECRET: '{CLIENT_SECRET}'
+      GF_AUTH_GENERIC_OAUTH_EMAIL_ATTRIBUTE_PATH: email
+      GF_AUTH_GENERIC_OAUTH_LOGIN_ATTRIBUTE_PATH: username
+      GF_AUTH_GENERIC_OAUTH_NAME_ATTRIBUTE_PATH: full_name
+      GF_AUTH_GENERIC_OAUTH_SCOPES: openid profile email
+      GF_AUTH_GENERIC_OAUTH_USE_REFRESH_TOKEN: true
+      GF_AUTH_GENERIC_OAUTH_AUTH_URL: http://keycloak:3001/realms/master/protocol/openid-connect/auth
+      GF_AUTH_GENERIC_OAUTH_TOKEN_URL: http://keycloak:3001/realms/master/protocol/openid-connect/token
+      GF_AUTH_GENERIC_OAUTH_API_URL: http://keycloak:3001/realms/master/protocol/openid-connect/userinfo
+      GF_AUTH_GENERIC_OAUTH_ROLE_ATTRIBUTE_PATH: contains(groups[*], 'grafana-editor') && 'Editor' || 'GrafanaAdmin'
+    volumes:
+      - grafanadata:/var/lib/grafana/
+
+volumes:
+  grafanadata: {}
+```
+
+Alternatively, OAuth authentication can be enabled via the `grafana.ini` configuration file.
+Don't forget to mount it to the Grafana service at `/etc/grafana/grafana.ini`.
+
+```ini
+# grafana.ini
+
+[server]
+root_url = http://grafana:3000
+
+[auth.generic_oauth]
+enabled = true
+allow_sign_up = true
+name = keycloak
+client_id = grafana
+client_secret = {CLIENT_SECRET}
+scopes = openid profile email
+auth_url = http://keycloak:3001/realms/master/protocol/openid-connect/auth
+token_url = http://keycloak:3001/realms/master/protocol/openid-connect/token
+api_url = http://keycloak:3001/realms/master/protocol/openid-connect/userinfo
+use_refresh_token = true
+```
+
+After starting Grafana with the new config, you should be able to log in [http://grafana:3000](http://grafana:3000) using your [identity provider](https://docs.victoriametrics.com/guides/grafana-vmauth-openid-configuration/#identity-provider).
+
+![Grafana login](grafana-login.webp)
+
+### Datasource
+
+Create two Prometheus datasources in Grafana with the following URLs: `http://vmauth:8427/select` and `http://vmauth:8427/single`, pointing to the `vmselect` and `vmsingle` services, respectively. Make sure the authentication method is set to `Forward OAuth identity`.
+
+![Prometheus datasource](grafana-datasource-prometheus.webp)
+
+You can also use the VictoriaMetrics [Grafana datasource](https://github.com/VictoriaMetrics/victoriametrics-datasource) plugin.
+See installation instructions in [Grafana datasource - Installation](https://docs.victoriametrics.com/victoriametrics/victoriametrics-datasource/#installation).
+
+Users with the `vm_access` claim will be able to query metrics from the specified tenant with extra filters applied.
+
+### Test access
+
+The Grafana datasources configuration should be as follows:
+
+![Test datasources](grafana-test-datasources.webp)
+<figcaption style="text-align: center; font-style: italic;">Grafana vmauth datasources</figcaption>
+
+Let's log in as a dev user in the VictoriaMetrics cluster and single versions.
+Both data sources should return the same metrics.
+
+The only difference is the filter: for the VictoriaMetrics cluster, the `vmauth-cluster` data source must restrict results by `tenant=1:2`.
+
+![Cluster dev](grafana-cluster-dev.webp)
+<figcaption style="text-align: center; font-style: italic;">Logged in as dev user to Grafana dashboard on VictoriaMetrics Cluster</figcaption>
+
+While on VictoriaMetrics single `vmauth-single` must apply the `team=dev` label filter instead.
+
+![Single dev](grafana-single-dev.webp)
+<figcaption style="text-align: center; font-style: italic;">Logged in as dev user to Grafana dashboard on VictoriaMetrics Single</figcaption>
+
+Let's log in as an admin user. The `vmauth-single` data source should differ from the previous user, while `vmauth-cluster` should remain the same because both users use tenant `1:2`.
+
+The only difference is the filter: in the VictoriaMetrics cluster `vmauth-cluster`, the data source must restrict results by `tenant=1:2`.
+
+
+![Cluster admin](grafana-cluster-admin.webp)
+<figcaption style="text-align: center; font-style: italic;">Logged in as admin user to Grafana dashboard on VictoriaMetrics Cluster</figcaption>
+
+While in VictoriaMetrics single `vmauth-single` must apply the `team=admin` label filter instead.
+
+![Cluster admin](grafana-single-admin.webp)
+<figcaption style="text-align: center; font-style: italic;">Logged in as admin user to Grafana dashboard on VictoriaMetrics Single</figcaption>
+
+## Summary
+
+In this guide, we demonstrated how to set up vmauth with OIDC authorization using Keycloak as the identity provider. We also showed how to provide multi-tenant access to your metrics stored in VictoriaMetrics, single-node or cluster, using Grafana and vmauth with OIDC authorization enabled.
+

docs/guides/grafana-vmauth-openid-configuration/_index.md

@@ -0,0 +1,14 @@
+---
+weight: 5
+title: Setup vmauth - Multi-Tenant Access with Grafana & OIDC
+menu:
+  docs:
+    parent: guides
+    weight: 5
+tags:
+  - metrics
+  - guide
+aliases:
+- /guides/grafana-vmauth-openid-configuration.html
+---
+{{% content "README.md" %}}

docs/guides/grafana-vmgateway-openid-configuration/README.md

@@ -6,6 +6,8 @@ build:
 sitemap:
   disable: true
 ---
+> vmgateway access control feature has been deprecated. Consider following the vmauth guide [Setup vmauth - Multi-Tenant Access with Grafana & OIDC](https://docs.victoriametrics.com/guides/grafana-vmauth-openid-configuration/) instead. See [migration](https://docs.victoriametrics.com/victoriametrics/vmgateway/#access-control-migration-to-vmauth) docs.
+
 Using [Grafana](https://grafana.com/) with [vmgateway](https://docs.victoriametrics.com/victoriametrics/vmgateway/) is a great way to provide [multi-tenant](https://docs.victoriametrics.com/victoriametrics/cluster-victoriametrics/#multitenancy) access to your metrics.
 vmgateway provides a way to authenticate users using [JWT tokens](https://en.wikipedia.org/wiki/JSON_Web_Token) issued by an external identity provider.
 Those tokens can include information about the user and the tenant they belong to, which can be used
@@ -38,7 +40,7 @@ See details about all supported options in the [vmgateway documentation](https:/
 
 ### Configuration example for Keycloak
 
-[Keycloak](https://www.keycloak.org/) is an open source identity service that can be used to issue JWT tokens.
+[Keycloak](https://www.keycloak.org/) is an open-source identity service that can issue JWT tokens.
 
 1. Log in with admin credentials to your Keycloak instance
 1. Go to `Clients` -> `Create`.<br>
@@ -83,9 +85,9 @@ See details about all supported options in the [vmgateway documentation](https:/
    ![User attributes](user-attributes.webp)
    Click `Save`.
 
-## Configure grafana
+## Configure Grafana
 
-To forward JWT tokens Grafana must be configured to use OpenID Connect authentication as follows:
+To forward JWT tokens, Grafana must be configured to use OpenID Connect authentication as follows:
 
 ```ini
 [auth.generic_oauth]
@@ -100,7 +102,7 @@ token_url = http://localhost:3001/realms/{KEYCLOAK_REALM}/protocol/openid-connec
 api_url = http://localhost:3001/realms/{KEYCLOAK_REALM}/protocol/openid-connect/userinfo
 ```
 
-After restarting Grafana with the new config you should be able to log in using your identity provider.
+After restarting Grafana with the new config, you should be able to log in using your identity provider.
 
 ## Start vmgateway
 
@@ -118,7 +120,7 @@ In order to enable multi-tenant access, you must also specify the `-clusterMode=
     -read.url=http://localhost:8481
 ```
 
-With this configuration vmgateway will use the `vm_access` claim from the JWT token to restrict access to metrics.
+With this configuration, vmgateway will use the `vm_access` claim from the JWT token to restrict access to metrics.
 For example, if the JWT token contains the following `vm_access` claim:
 
 ```json
@@ -131,21 +133,21 @@ For example, if the JWT token contains the following `vm_access` claim:
   }
 }
 ```
-> Note: in case `project_id` is not specified, default value `0` is used.
+> Note: in case `project_id` is not specified, the default value `0` is used.
 
-Then vmgateway will proxy request to an endpoint with the following path:
+Then vmgateway will proxy the request to an endpoint with the following path:
 
 ```sh
 http://localhost:8480/select/0:0/
 ```
 
-This allows to restrict access to specific tenants without having to create separate datasources in Grafana,
+This allows us to restrict access to specific tenants without having to create separate datasources in Grafana,
 or manually managing access at another proxy level. 
 
 ### Multi-tenant access for single-node VictoriaMetrics
 
-In order to use multi-tenant access with single-node VictoriaMetrics, you can use token claims such as `extra_labels`
-or `extra_filters` filled dynamically by using Identity Provider's user information.
+To use multi-tenant access with single-node VictoriaMetrics, you can use token claims such as `extra_labels`
+or `extra_filters` filled dynamically by using the Identity Provider's user information.
 vmgateway uses those claims and [enhanced Prometheus querying API](https://docs.victoriametrics.com/victoriametrics/single-server-victoriametrics/#prometheus-querying-api-enhancements)
 to provide additional filtering capabilities.
 
@@ -167,14 +169,14 @@ This will add the following query args to the proxied request:
 - `extra_labels=team=dev`
 - `extra_filters={env=~"aws|gcp",cluster!="production"}`
 
-With this configuration VictoriaMetrics will add the following filters to every query: `{team="dev", env=~"aws|gcp", cluster!="production"}`.
+With this configuration, VictoriaMetrics will add the following filters to every query: `{team="dev", env=~"aws|gcp", cluster!="production"}`.
 So when user will try to query `vm_http_requests_total` query will be transformed to `vm_http_requests_total{team="dev", env=~"aws|gcp", cluster!="production"}`.
 
 ### Token signature verification
 
 It is also possible to enable [JWT token signature verification](https://docs.victoriametrics.com/victoriametrics/vmgateway/#jwt-signature-verification) at
 vmgateway.
-To do this by using OpenID Connect discovery endpoint you need to specify the `-auth.oidcDiscoveryEndpoints` flag. For example:
+To do this by using the OpenID Connect discovery endpoint, you need to specify the `-auth.oidcDiscoveryEndpoints` flag. For example:
 
 ```sh
 ./bin/vmgateway \
@@ -201,7 +203,7 @@ It is also possible to provide the public keys directly via the `-auth.publicKey
 Create a new Prometheus datasource in Grafana with the following URL `http://<vmgateway>:8431`.
 URL should point to the vmgateway instance.
 
-In the "Type and version" section it is recommended to set the type to "Prometheus" and the version to at least "2.24.x":
+In the "Type and version" section, it is recommended to set the type to "Prometheus" and the version to at least "2.24.x":
 
 ![Prometheus datasource](grafana-datasource-prometheus.webp)
 
@@ -214,11 +216,11 @@ Enable `Forward OAuth identity` flag.<br>
 ![Oauth identity](grafana-ds.webp)
 
 Now you can use Grafana to query metrics from the specified tenant.
-Users with `vm_access` claim will be able to query metrics from the specified tenant.
+Users with a `vm_access` claim will be able to query metrics from the specified tenant.
 
 ## Test multi-tenant access
 
-For the test purpose we will setup the following services as [docker-compose](https://docs.docker.com/compose/) manifest:
+For the test purpose, we will set up the following services as [docker-compose](https://docs.docker.com/compose/) manifest:
 - Grafana
 - Keycloak
 - vmagent to generate test metrics
@@ -311,7 +313,7 @@ volumes:
   grafana_data:
 ```
 
-For the test purpose vmagent will be configured to scrape metrics from the following targets(`scrape.yaml` contents):
+For the test purpose, vmagent will be configured to scrape metrics from the following targets(`scrape.yaml` contents):
 
 ```yaml
 scrape_configs:
@@ -341,27 +343,27 @@ Grafana datasources configuration will be the following:
 
 ![Test datasources](grafana-test-datasources.webp)
 
-Let's login as user with `team=dev` labels limitation set via claims.
+Let's log in as a user with `team=dev` labels limitation set via claims.
 
-Using `vmgateway-cluster` results into `No data` response as proxied request will go to tenant `0:1`.
-Since vmagent is only configured to write to `0:0` `No data` is an expected response.
+Using `vmgateway-cluster` results in `No data` response as the proxied request will go to tenant `0:1`.
+Since vmagent is configured to write only to `0:0`, the `No data` response is expected.
 
 ![Dev cluster nodata](dev-cluster-nodata.webp)
 
-Switching to `vmgateway-single` does have data. Note that it is limited to metrics with `team=dev` label.
+Switching to `vmgateway-single` does have data. Note that it is limited to metrics with the `team=dev` label.
 
 ![Dev single data](dev-single-data.webp)
 
-Now lets login as user with `team=admin`.
+Now let's log in as a user with `team=admin`.
 
-Both cluster and single node datasources now return metrics for `team=admin`.
+Both cluster and single-node datasources now return metrics for `team=admin`.
 
 ![Admin cluster data](admin-cluster-data.webp)
 ![Admin single data](admin-single-data.webp)
 
-## Using oAuth for remote write with vmagent
+## Using OAuth for remote write with vmagent
 
-vmagent can be configured to use oAuth for remote write. This is in order to add authentication to the write requests.
+vmagent can be configured to use OAuth for remote write. This adds authentication to write requests.
 
 In order to create a client for vmagent to use, follow the steps below:
 
@@ -375,7 +377,7 @@ In order to create a client for vmagent to use, follow the steps below:
    Enable `Authorization`.<br>
    ![Create client 2](vmagent-create-client-2.webp)
    Click `Next`.<br>
-1. Leave URLs section empty as vmagent will not use any.
+1. Leave the URLs section empty, as vmagent will not use any.
    ![Create client 3](vmagent-create-client-3.webp)
    Click `Save`.<br>
 1. Go to `Clients` -> `vmagent` -> `Credentials`.<br>
@@ -396,12 +398,12 @@ In order to create a client for vmagent to use, follow the steps below:
    Click `Save`.<br>
 1. Go to `Service account roles` -> click on `service-account-vmagent`.<br>
    ![vmagent service account](vmagent-sa.webp)
-1. Go to `Attributes` tab and add an attribute.
+1. Go to the `Attributes` tab and add an attribute.
    Change `vm_access` attribute value to `{"tenant_id" : {"account_id": 0, "project_id": 0 }}`. <br>
    ![User attributes](vmagent-sa-attributes.webp)
    Click `Save`.
 
-Once iDP configuration is done, vmagent configuration needs to be updated to use oAuth for remote write:
+Once the iDP configuration is done, the vmagent configuration needs to be updated to use OAuth for remote write:
 
 ```yaml
   vmagent:
@@ -419,7 +421,8 @@ Once iDP configuration is done, vmagent configuration needs to be updated to use
       - -remoteWrite.oauth2.scopes=openid
 ```
 
-It is required to replace `{CLIENT_ID}` with the client ID and provide the client secret in `vmagent-client-secret` file.
+It is required to replace `{CLIENT_ID}` with the client ID and provide the client secret in the `vmagent-client-secret` file.
 Note that vmagent will use the same token for both single-node and cluster vmgateway. vmgateway running in cluster mode
-will use tenant information from the token to route the request to the correct tenant. vmgateway running in single-node mode
+will use the tenant information from the token to route the request to the correct tenant. vmgateway running in single-node mode
 will just verify token validity.
+

docs/guides/grafana-vmgateway-openid-configuration/_index.md

@@ -1,10 +1,7 @@
 ---
-weight: 5
+weight: 16
 title: Setup vmgateway - Multi-Tenant Access with Grafana & OIDC
-menu:
-  docs:
-    parent: guides
-    weight: 5
+menu: false
 tags:
   - metrics
   - guide

docs/guides/vmagent-openid-configuration/README.md

@@ -0,0 +1,277 @@
+Using [vmagent](https://docs.victoriametrics.com/victoriametrics/vmagent/) with [vmauth](https://docs.victoriametrics.com/victoriametrics/vmauth/) and OAuth authentication{{% available_from "v1.138.0" %}} enables secure metric ingestion in multi-tenant environments, where vmagent authenticates to vmauth using [JWT tokens](https://en.wikipedia.org/wiki/JSON_Web_Token) issued by an external identity provider. These tokens include tenant information so that metrics are written to the correct tenant.
+
+This guide walks through configuring vmagent to ingest metrics through vmauth with OIDC authorization enabled.
+
+## Prerequisites
+
+* [Docker](https://docs.docker.com/engine/install/) and [docker compose](https://docs.docker.com/compose/) must be installed.
+* [jq tool](https://jqlang.org/)
+* Add the `keycloak` host to the `/etc/hosts` file pointing to `127.0.0.1`.
+
+```
+# /etc/hosts
+
+# Setup vmagent - Multi-Tenant remote write & OIDC
+# https://docs.victoriametrics.com/guides/vmagent-openid-configuration/#prerequisites
+127.0.0.1 keycloak
+```
+
+## Identity provider
+
+The identity service must be able to issue JWT tokens with the following `vm_access` claim:
+
+```json
+{
+  "exp": 1772019469,
+  "vm_access": {
+    "metrics_account_id": 0,
+    "metrics_project_id": 0
+  }
+}
+```
+> Note: if `metrics_account_id` or `metrics_project_id` are not specified, the default value `0` is used.
+
+Some identity providers only support string-based claim values; vmauth supports those as well:
+```json
+{
+   "exp": 1772019469,
+   "vm_access": "{\"metrics_account_id\": 0, \"metrics_project_id\": 0}"
+}
+```
+
+See details about all supported options in the [vmauth documentation](https://docs.victoriametrics.com/victoriametrics/vmauth/#jwt-token-auth-proxy).
+
+### Setup Keycloak
+
+[Keycloak](https://www.keycloak.org/) is an open-source identity service that can issue JWT tokens.
+
+Add the following section to your `compose.yaml` file to configure Keycloak:
+
+```yaml
+# compose.yaml
+services:
+  keycloak:
+    image: quay.io/keycloak/keycloak:26.3
+    command:
+      - start-dev
+      - --http-port=3001
+    ports:
+      - 127.0.0.1:3001:3001
+    environment:
+      KC_HOSTNAME_BACKCHANNEL_DYNAMIC: "true"
+      KC_HOSTNAME: http://keycloak:3001/
+      KC_BOOTSTRAP_ADMIN_USERNAME: admin
+      KC_BOOTSTRAP_ADMIN_PASSWORD: change_me
+    volumes:
+      - keycloakdata:/opt/keycloak/data
+
+volumes:
+  keycloakdata: {}
+```
+
+Run `docker compose up` to start Keycloak.
+
+Once Keycloak is available at `http://keycloak:3001`, follow the steps below to configure the OIDC client for vmagent:
+
+### Create client
+
+1. Log in with admin credentials to your Keycloak instance
+  - Username: `admin`
+  - Password: `change_me`
+1. Go to `Clients` -> `Create client`.
+   - Use `OpenID Connect` as `Client Type`.
+   - Specify `vmagent` as `Client ID`.
+   - Click `Next`.
+   ![Create client 1](vmagent-create-client-1.webp)
+1. Enable `Client authentication`.
+   - Enable `Authorization`.
+   ![Create client 2](vmagent-create-client-2.webp)
+   - Click `Next`.
+1. Leave the URLs section empty as vmagent does not require any URLs.
+   ![Create client 3](vmagent-create-client-3.webp)
+   - Click `Save`.
+1. Go to `Clients` -> `vmagent` -> `Credentials`.
+   ![Client secret](vmagent-client-secret.webp)
+   - Copy the value of `Client secret`. It will be used later in vmagent configuration.
+1. Go to `Clients` -> `vmagent` -> `Client scopes`.
+   ![Create mapper 1](vmagent-create-mapper-1.webp)
+   - Click on `vmagent-dedicated` -> `Configure a new mapper` -> `User attribute`.
+   ![Create mapper 2](vmagent-create-mapper-2.webp)
+1. Configure the mapper as follows:
+    - `Name` as `vm_access`.
+    - `User Attribute` as `vm_access`.
+    - `Token Claim Name` as `vm_access`.
+    - `Claim JSON Type` as `JSON`.
+    - Enable `Add to ID token` and `Add to access token`.
+
+   ![Create mapper 3](vmagent-create-mapper-3.webp)
+   - Click `Save`.
+
+### Create User Attributes
+
+1. Go to `Realm settings` -> `User profile`.
+   - Click `Create attribute`.
+   - Specify `vm_access` as `Attribute [Name]`.
+   ![User attributes](create-attribute.webp)
+   - Click `Create`.
+
+### Configure service account
+
+1. Go to `Client` -> `vmagent` -> `Service account roles` -> click on `service-account-vmagent`.
+   ![vmagent service account](vmagent-sa.webp)
+1. Set the `vm_access` attribute value to `{"metrics_account_id": 0, "metrics_project_id": 0}`.
+   ![User attributes](vmagent-sa-attributes.webp)
+   - Click `Save`.
+
+### Test identity provider
+
+Start the service:
+```sh
+docker compose up
+```
+
+Verify the setup by requesting a token with `curl`:
+
+```sh
+TOKEN=$(curl -s -X POST "http://keycloak:3001/realms/master/protocol/openid-connect/token" \
+  -H "Content-Type: application/x-www-form-urlencoded" \
+  -d "client_id=vmagent" \
+  -d "client_secret={CLIENT_SECRET}" \
+  -d "grant_type=client_credentials" \
+  | jq -r '.access_token') && echo "$TOKEN"
+```
+
+The response should contain a valid JWT token with the `vm_access` claim.
+Use [jwt.io](https://jwt.io/) to decode and inspect the token.
+
+## VictoriaMetrics
+
+### Setup storage
+
+Add the VictoriaMetrics cluster components to the `compose.yaml` file.
+These services will store and query the metrics scraped by vmagent.
+
+```yaml
+# compose.yaml
+services:
+  vmstorage:
+    image: victoriametrics/vmstorage:v1.138.0-cluster
+
+  vminsert:
+    image: victoriametrics/vminsert:v1.138.0-cluster
+    command:
+      - -storageNode=vmstorage:8400
+
+  vmselect:
+    image: victoriametrics/vmselect:v1.138.0-cluster
+    command:
+      - -storageNode=vmstorage:8401
+    ports:
+      - 8481:8481
+```
+
+### Setup vmauth
+
+Create a vmauth configuration file `vm-auth.yaml` that enables OIDC authorization using the identity provider.
+
+The `{{.MetricsTenant}}` is expanded by vmauth into `accountID:projectID` derived from the vm_access claim, and defaults to `0:0` if not set.
+
+```yaml
+# vm-auth.yaml
+
+users:
+- jwt:
+    oidc:
+      issuer: 'http://keycloak:3001/realms/master'
+  url_map:
+    - src_paths:
+        - "/insert/.*"
+      drop_src_path_prefix_parts: 1
+      url_prefix: "http://vminsert:8480/insert/{{.MetricsTenant}}/prometheus/"
+```
+
+Add the vmauth service to `compose.yaml`:
+
+```yaml
+# compose.yaml
+services:
+  vmauth:
+    image: victoriametrics/vmauth:v1.138.0-enterprise
+    ports:
+      - 8427:8427
+    volumes:
+      - ./vm-auth.yaml:/etc/config.yaml
+    command:
+      - -auth.config=/etc/config.yaml
+```
+
+### Test vmauth
+
+Start the services:
+
+```sh
+docker compose up
+```
+
+Use the token obtained in the [Test identity provider](https://docs.victoriametrics.com/guides/vmagent-openid-configuration/#test-identity-provider) section to test the vmauth configuration.
+
+```sh
+curl http://localhost:8427/insert/api/v1/write -H "Authorization: Bearer ${TOKEN}" -i
+# Output
+# HTTP/1.1 204 No Content
+# ...
+```
+
+## Vmagent
+
+### Setup
+
+First, create a demo `scrape.yaml` file with basic scrape targets:
+
+```yaml
+# scrape.yaml
+scrape_configs:
+  - job_name: stat
+    static_configs:
+      - targets:
+          - vmagent:8429
+          - vmauth:8427
+```
+
+Now we'll configure vmagent to authenticate to vmauth using OAuth2 client credentials flow.
+The vmagent service automatically obtains and refreshes JWT tokens from the identity provider and includes them in the `Authorization` header when sending metrics to vmauth.
+This enables secure metric ingestion with proper tenant isolation based on the claims in the JWT token.
+
+We'll use the `vmagent` client that was created in the [Create client](https://docs.victoriametrics.com/guides/vmagent-openid-configuration/#create-client) section.
+The client secret obtained from that step will be used to authenticate vmagent with Keycloak.
+
+Add the vmagent service to `compose.yaml` with OAuth2 configuration:
+
+```yaml
+# compose.yaml
+services:
+  vmagent:
+    image: victoriametrics/vmagent:v1.138.0
+    volumes:
+      - ./scrape.yaml:/etc/vmagent/config.yaml
+    command:
+      - -promscrape.config=/etc/vmagent/config.yaml
+      - -remoteWrite.url=http://vmauth:8427/insert/api/v1/write
+      - -remoteWrite.oauth2.clientID=vmagent
+      # This flag is used for demo purposes. In production, use -remoteWrite.oauth2.clientSecretFile instead to avoid exposing the secret in the command line/process list
+      - -remoteWrite.oauth2.clientSecret={CLIENT_SECRET}
+      - -remoteWrite.oauth2.tokenUrl=http://keycloak:3001/realms/master/protocol/openid-connect/token
+      - -remoteWrite.oauth2.scopes=openid
+```
+
+Use the client secret obtained in the [Create client](https://docs.victoriametrics.com/guides/vmagent-openid-configuration/#create-client) section.
+
+### Test metrics
+
+Go to `http://localhost:8481/select/0/vmui/` and query the `vm_app_version` metric. If the metric is present, then everything is working as expected.
+
+## Summary
+
+This guide showed how to configure vmagent to ingest metrics into a VictoriaMetrics cluster through vmauth using OIDC authentication.
+Vmagent uses the OAuth2 client credentials flow to obtain JWT tokens from Keycloak, which vmauth validates and uses to route requests to the correct tenant.
+

docs/guides/vmagent-openid-configuration/_index.md

@@ -0,0 +1,12 @@
+---
+weight: 5
+title: Setup vmagent - Multi-Tenant remote write & OIDC
+menu:
+  docs:
+    parent: guides
+    weight: 5
+tags:
+  - metrics
+  - guide
+---
+{{% content "README.md" %}}

docs/victoriametrics/Articles.md

@@ -107,6 +107,8 @@ See also [case studies](https://docs.victoriametrics.com/victoriametrics/casestu
 * [Backing up VictoriaMetrics Data: A Complete Guide](https://medium.com/@kanakaraju896/backing-up-victoriametrics-data-a-complete-guide-24473c74450f)
 * [Unlocking the Power of VictoriaMetrics: A Prometheus Alternative](https://developer-friendly.blog/blog/2024/06/17/unlocking-the-power-of-victoriametrics-a-prometheus-alternative/)
 * [How to Master Kubernetes Observability: Multi-Cluster Monitoring with VictoriaMetrics, Loki, and Grafana](https://www.keyvalue.systems/blog/kubernetes-observability-with-victoriametrics-loki-grafana/)
+* [A Complete Guide to VictoriaMetrics, a Prometheus Comparison, and Kubernetes Monitoring Implementation](https://apprecode.com/blog/a-complete-guide-to-victoriametrics-a-prometheus-comparison-and-kubernetes-monitoring-implementation)
+* [Monitoring Pipeline with Prometheus and VictoriaMetrics](https://clovisc.medium.com/monitoring-pipeline-with-blackbox-exporter-prometheus-victoriametrics-and-vmalert-0ab020c7202a)
 
 ## Third-party articles and slides about VictoriaLogs
 

docs/victoriametrics/CaseStudies.md

@@ -581,7 +581,7 @@ who relied on the observability provided by Heroic. Here are some quotes from th
 
 > I'm loving the new Grafana. Feels faster and more up-to-date on features.
 
-> This graph is the most beatiful thing I've seen in a long while. It's been literally years since I've seen something like that!
+> This graph is the most beautiful thing I've seen in a long while. It's been literally years since I've seen something like that!
 
 Migration results:
 

docs/victoriametrics/FAQ.md

@@ -557,8 +557,8 @@ and proportionally to the total length of all the labels seen across all the reg
 
 Typical monitoring in Kubernetes generates moderate-to-high churn rate for time series because every restart of the `pod` creates a new set of time series
 for all the [metrics](https://docs.victoriametrics.com/victoriametrics/keyconcepts/#what-is-a-metric) exposed by that pod, with a new `pod` label.
-The number of labels and the summary length of `label=value` pairs per every time series in Kubernetes is quite large
-(~30-40 labels with ~1KB summary length of `label=value` pairs per time series). This contributes to quick growth of the `indexdb` over time,
+The number of labels and the total length of `label=value` pairs per every time series in Kubernetes is quite large
+(~30-40 labels with ~1KB total length of `label=value` pairs per time series). This contributes to quick growth of the `indexdb` over time,
 so its' size may exceed the size of the `data` folder by up to 2x in typical production cases.
 
 There are the following workarounds, which can reduce the growth rate of the `indexdb`:

docs/victoriametrics/Quick-Start.md

@@ -58,9 +58,9 @@ Download the newest available [VictoriaMetrics release](https://docs.victoriamet
 from [DockerHub](https://hub.docker.com/r/victoriametrics/victoria-metrics) or [Quay](https://quay.io/repository/victoriametrics/victoria-metrics?tab=tags):
 
 ```sh
-docker pull victoriametrics/victoria-metrics:v1.137.0
+docker pull victoriametrics/victoria-metrics:v1.138.0
 docker run -it --rm -v `pwd`/victoria-metrics-data:/victoria-metrics-data -p 8428:8428 \
- victoriametrics/victoria-metrics:v1.137.0 --selfScrapeInterval=5s -storageDataPath=victoria-metrics-data
+ victoriametrics/victoria-metrics:v1.138.0 --selfScrapeInterval=5s -storageDataPath=victoria-metrics-data
 ```
 
 _For Enterprise images see [this link](https://docs.victoriametrics.com/victoriametrics/enterprise/#docker-images)._

docs/victoriametrics/README.md

@@ -708,7 +708,7 @@ Using the delete API is not recommended in the following cases, since it brings
   time series occupy disk space until the next merge operation, which can never occur when deleting too old data.
   [Forced merge](#forced-merge) may be used for freeing up disk space occupied by old data.
   Note that VictoriaMetrics doesn't delete entries from [IndexDB](#indexdb) for the deleted time series.
-  IndexDB is cleaned up once per the configured [retention](#retention).
+  IndexDB is cleaned up along with the corresponding data partition once it becomes outside the [-retentionPeriod](#retention).
 
 It's better to use the `-retentionPeriod` command-line flag for efficient pruning of old data.
 
@@ -1390,23 +1390,26 @@ The newly added `part` is atomically registered in the `parts.json` file under t
 after it is fully written and [fsynced](https://man7.org/linux/man-pages/man2/fsync.2.html) to the storage.
 Thanks to this algorithm, storage never contains partially created parts, even if hardware power off
 occurs in the middle of writing the `part` to disk - such incompletely written `parts`
-are automatically deleted on the next VictoriaMetrics start.
-
+are automatically deleted on the next VictoriaMetrics start. 
 The same applies to merge process — `parts` are either fully merged into a new `part` or fail to merge,
-leaving the source `parts` untouched. However, due to hardware issues data on disk may be corrupted regardless of
-VictoriaMetrics process. VictoriaMetrics can detect corruption during decompressing, decoding or sanity checking
-of the data blocks. But **it cannot fix the corrupted data**. Data parts that fail to load on startup need to be deleted
-or restored from backups. This is why it is recommended performing
-[regular backups](https://docs.victoriametrics.com/victoriametrics/cluster-victoriametrics/#backups).
+leaving the source `parts` untouched. 
+
+Hardware issues may cause data already stored on disk to become corrupted, regardless of the VictoriaMetrics process.
+VictoriaMetrics can detect corruption during reading, decompressing, decoding or sanity checking of the data blocks. 
+Process will intentionally panic when this happens, so human operator can detect corruption as fast as possible. 
+
+> VictoriaMetrics cannot fix the corrupted data parts on its own.
+> Data parts that fail to load on startup or during reads need to be deleted or restored from backups. 
+> It is recommended performing [regular backups](https://docs.victoriametrics.com/victoriametrics/cluster-victoriametrics/#backups).
 
 VictoriaMetrics doesn't use checksums for stored data blocks. See why in this [GitHub Issue](https://github.com/VictoriaMetrics/VictoriaMetrics/issues/3011).
 
-VictoriaMetrics doesn't merge parts if their summary size exceeds free disk space.
-This prevents from potential out of disk space errors during merge.
-The number of parts may significantly increase over time under free disk space shortage.
-This increases overhead during data querying, since VictoriaMetrics needs to read data from
-bigger number of parts per each request. That's why it is recommended to have at least 20%
-of free disk space under directory pointed by `-storageDataPath` command-line flag.
+VictoriaMetrics does not merge parts if their combined size exceeds the available free disk space. This behavior 
+protects against potential "out of disk space" errors during merges. If there is not enough free disk space to perform merges, 
+the number of parts may increase significantly over time. This increases query overhead, because VictoriaMetrics must 
+read data from a larger number of parts for each request.
+
+> It is recommended to keep at least 20% of disk space free in the directory specified by the `-storageDataPath` command-line flag.
 
 Information about merging process is available in [the dashboard for single-node VictoriaMetrics](https://grafana.com/grafana/dashboards/10229)
 and [the dashboard for VictoriaMetrics cluster](https://grafana.com/grafana/dashboards/11176).
@@ -1419,21 +1422,22 @@ See also [how to work with snapshots](#how-to-work-with-snapshots) and [IndexDB]
 ## IndexDB
 
 VictoriaMetrics identifies
-[time series](https://docs.victoriametrics.com/victoriametrics/keyconcepts/#time-series) by
-`TSID` (time series ID) and stores
-[raw samples](https://docs.victoriametrics.com/victoriametrics/keyconcepts/#raw-samples) sorted
-by TSID (see [Storage](#storage)). Thus, the TSID is a primary index and could
-be used for searching and retrieving raw samples. However, the TSID is never
-exposed to the clients, i.e. it is for internal use only.
+[time series](https://docs.victoriametrics.com/victoriametrics/keyconcepts/#time-series)
+by `TSID` (time series ID) and stores
+[raw samples](https://docs.victoriametrics.com/victoriametrics/keyconcepts/#raw-samples)
+sorted by TSID (see [Storage](#storage)). Thus, the TSID is a primary index and
+could be used for searching and retrieving raw samples. However, the TSID is
+never exposed to the clients, i.e. it is for internal use only.
 
-Instead, VictoriaMetrics maintains an **inverted index** that enables searching
-the raw samples by metric name, label name, and label value by mapping these
-values to the corresponding TSIDs.
+Instead, VictoriaMetrics maintains an **inverted index** (known as `indexDB`)
+that enables searching the raw samples by metric name, label name, and label
+value by mapping these values to the corresponding TSIDs. Every data
+[partition](#storage) has its own indexDB.
 
 VictoriaMetrics uses two types of inverted indexes:
 
 * Global index. Searches using this index is performed across the entire
-  retention period.
+  partition time range.
 * Per-day index. This index stores mappings similar to ones in global index
   but also includes the date in each mapping. This speeds up data retrieval
   for queries within a shorter time range (which is often just the last day).
@@ -1441,19 +1445,18 @@ VictoriaMetrics uses two types of inverted indexes:
 When the search query is executed, VictoriaMetrics decides which index to use
 based on the time range of the query:
 
-* Per-day index is used if the search time range is 40 days or less.
-* Global index is used for search queries with a time range greater than 40
-  days.
+* Per-day index is used if the search time range is less than the partition time range.
+* Global index is used for search queries with a time range that matches exactly
+  or greater than the partition time range.
 
 Mappings are added to the indexes during the data ingestion:
 
-* In global index each mapping is created only once per retention period.
+* In global index each mapping is created only once per partition.
 * In the per-day index each mapping is created for each unique date that
   has been seen in the samples for the corresponding time series.
 
-IndexDB respects [retention period](#retention) and once it is over, the indexes
-are dropped. For the new retention period, the indexes are gradually populated
-again as the new samples arrive.
+Since indexDB is a part of a partition, it is dropped along with it as it
+becomes outside the [retention period](#retention).
 
 See also [Why IndexDB size is so large?](https://docs.victoriametrics.com/victoriametrics/faq/#why-indexdb-size-is-so-large).
 

docs/victoriametrics/changelog/CHANGELOG.md

@@ -26,12 +26,35 @@ See also [LTS releases](https://docs.victoriametrics.com/victoriametrics/lts-rel
 
 ## tip
 
-* FEATURE: [vmauth](https://docs.victoriametrics.com/victoriametrics/vmauth/): add `access_log` configuration option for each user that will log requests to stdout, and support filtering by HTTP status codes. See more in [docs](https://docs.victoriametrics.com/victoriametrics/vmauth/#access-log). See [#5936](https://github.com/VictoriaMetrics/VictoriaMetrics/issues/5936).
-* FEATURE: [vmalert](https://docs.victoriametrics.com/victoriametrics/vmalert/): support negative values for the group `eval_offset` option, which allows starting group evaluation at `groupInterval-abs(eval_offset)` within `[0...groupInterval]`. See [#10424](https://github.com/VictoriaMetrics/VictoriaMetrics/issues/10424).
+* FEATURE: [vmui](https://docs.victoriametrics.com/victoriametrics/single-server-victoriametrics/#vmui): show `seriesCountByMetricName` table when a label is in focus in the [Cardinality Explorer](https://docs.victoriametrics.com/victoriametrics/#cardinality-explorer). See [#10630](https://github.com/VictoriaMetrics/VictoriaMetrics/issues/10630). Thanks to @Roshan1299 for the contribution.
+* FEATURE: [dashboards/unused-metrics](https://github.com/VictoriaMetrics/VictoriaMetrics/blob/master/dashboards/unused-metrics.json): add a new dashboard for exploring stored metrics based on [Caridnality Explorer](https://docs.victoriametrics.com/victoriametrics/#cardinality-explorer) and [ingested metrics usage API](https://docs.victoriametrics.com/victoriametrics/#track-ingested-metrics-usage). The dashboard requires [Infinity Grafana plugin](https://grafana.com/grafana/plugins/yesoreyeram-infinity-datasource/) to be installed. See [#10617](https://github.com/VictoriaMetrics/VictoriaMetrics/pull/10617) for details.
 
+* BUGFIX: `vmselect` in [VictoriaMetrics cluster](https://docs.victoriametrics.com/victoriametrics/cluster-victoriametrics/): retry RPC by dialing a new connection instead of reusing a pooled one when the previous attempt fails with `io.EOF`, `broken pipe` or `reset by peer`. This reduces query failures caused by stale connections to restarted vmstorage nodes. See [#10314](https://github.com/VictoriaMetrics/VictoriaMetrics/issues/10314)
+
+## [v1.138.0](https://github.com/VictoriaMetrics/VictoriaMetrics/releases/tag/v1.138.0)
+
+Released at 2026-03-13
+
+* SECURITY: upgrade Go builder from Go1.26.0 to Go1.26.1. See [the list of issues addressed in Go1.26.1](https://github.com/golang/go/issues?q=milestone%3AGo1.26.1%20label%3ACherryPickApproved).
+
+* FEATURE: [vmagent](https://docs.victoriametrics.com/victoriametrics/vmagent/): add `headers` field to `oauth2` scrape config for passing custom HTTP headers to `token_url`. Some services require different headers for the token endpoint and the scrape targets. See [#8939](https://github.com/VictoriaMetrics/VictoriaMetrics/issues/8939).
+* FEATURE: [vmauth](https://docs.victoriametrics.com/victoriametrics/vmauth/): add [OIDC Discovery](https://openid.net/specs/openid-connect-discovery-1_0.html) support for JWT authentication. `vmauth` can now automatically fetch and rotate public keys from an OpenID Connect provider, eliminating the need to specify public keys manually. See [OIDC Discovery](https://docs.victoriametrics.com/victoriametrics/vmauth/#oidc-discovery) docs. See [#10585](https://github.com/VictoriaMetrics/VictoriaMetrics/issues/10585).
+* FEATURE: all VictoriaMetrics components: implement proper CORS preflight handling by responding 204 No Content to HTTP OPTIONS requests. See [#5563](https://github.com/VictoriaMetrics/VictoriaMetrics/issues/5563).
+* FEATURE: [vmauth](https://docs.victoriametrics.com/victoriametrics/vmauth/): add `access_log` configuration option for each user that will log requests to stdout, and support filtering by HTTP status codes. See more in [docs](https://docs.victoriametrics.com/victoriametrics/vmauth/#access-log). See [#5936](https://github.com/VictoriaMetrics/VictoriaMetrics/issues/5936).
+* FEATURE: [vmauth](https://docs.victoriametrics.com/victoriametrics/vmauth/): add JWT token `match_claims` for requests routing. Read more about configuration in [JWT claim matching](https://docs.victoriametrics.com/victoriametrics/vmauth/#jwt-claim-matching) documentation. See [#10584](https://github.com/VictoriaMetrics/VictoriaMetrics/issues/10584).
+* FEATURE: [vmalert](https://docs.victoriametrics.com/victoriametrics/vmalert/): support negative values for the group `eval_offset` option, which allows starting group evaluation at `groupInterval-abs(eval_offset)` within `[0...groupInterval]`. See [#10424](https://github.com/VictoriaMetrics/VictoriaMetrics/issues/10424).
+* FEATURE: [vmsingle](https://docs.victoriametrics.com/victoriametrics/single-server-victoriametrics/) and `vmselect` in [VictoriaMetrics cluster](https://docs.victoriametrics.com/victoriametrics/cluster-victoriametrics/): Disable `/graphite/tags/tagSeries` and `/graphite/tags/tagMultiSeries` for Graphite tag registration since it is unlikely it is used in context of VictoriaMetrics. See [10544](https://github.com/VictoriaMetrics/VictoriaMetrics/issues/10544).
+* FEATURE: [vmui](https://docs.victoriametrics.com/victoriametrics/single-server-victoriametrics/#vmui): rename debug tools buttons for clarity. See [#10453](https://github.com/VictoriaMetrics/VictoriaMetrics/issues/10453).
+* FEATURE: [vmagent](https://docs.victoriametrics.com/victoriametrics/vmagent/): [`yandexcloud_sd_configs`](https://docs.victoriametrics.com/victoriametrics/sd_configs/#yandexcloud_sd_configs) now supports `folder_ids` for limiting discovery to specific folders. See [#10623](https://github.com/VictoriaMetrics/VictoriaMetrics/pull/10623).
+
+* BUGFIX: all VictoriaMetrics components: replace `histogram` with `untyped` metric metadata type for [VictoriaMetrics histograms](https://docs.victoriametrics.com/victoriametrics/keyconcepts/#histogram) when `-metrics.exposeMetadata` is set. See [#82](https://github.com/VictoriaMetrics/metrics/issues/82).
+* BUGFIX: [vmauth](https://docs.victoriametrics.com/victoriametrics/vmauth/): properly route requests to `default_url`. Previously, `request_path` query arg could be set incorrectly during concurrent requests. See [#10626](https://github.com/VictoriaMetrics/VictoriaMetrics/pull/10626).
+* BUGFIX: [vmui](https://docs.victoriametrics.com/victoriametrics/single-server-victoriametrics/#vmui): use `increase_pure` instead of `rate` for histogram heatmaps in Explore Metrics to correctly display the first observation in each new bucket. See [#10365](https://github.com/VictoriaMetrics/VictoriaMetrics/issues/10365). Thanks to @ab0utbla-k for the contribution.
 * BUGFIX: [dashboards/vmauth](https://grafana.com/grafana/dashboards/21394): fix `requested from system` and `heap inuse` expressions in the memory usage panel. See [#10574](https://github.com/VictoriaMetrics/VictoriaMetrics/pull/10574).
 * BUGFIX: [vmbackup](https://docs.victoriametrics.com/vmbackup/), [vmbackupmanager](https://docs.victoriametrics.com/victoriametrics/vmbackupmanager/): do not enable ACL when uploading backups to S3-compatible endpoints by default. ACL is not always supported by S3-compatible endpoints and it is not recommended to use ACLs to limit access to objects. See [#10539](https://github.com/VictoriaMetrics/VictoriaMetrics/issues/10539) for more details.
+* BUGFIX: [vmbackupmanager](https://docs.victoriametrics.com/victoriametrics/vmbackupmanager/): overwrite s3 object metadata while syncing latest backups with other backup types. See [#10639](https://github.com/VictoriaMetrics/VictoriaMetrics/issues/10639).
 * BUGFIX: [vmagent](https://docs.victoriametrics.com/victoriametrics/vmagent/), [vmsingle](https://docs.victoriametrics.com/victoriametrics/single-server-victoriametrics/), `vminsert` and `vmstorage` in [VictoriaMetrics cluster](https://docs.victoriametrics.com/victoriametrics/cluster-victoriametrics/): properly attach `host` label to the time series ingested via [/datadog/api/beta/sketches](https://docs.victoriametrics.com/victoriametrics/integrations/datadog/#) API. See [#10557](https://github.com/VictoriaMetrics/VictoriaMetrics/issues/10557).
+* BUGFIX: `vmstorage` in [VictoriaMetrics cluster](https://docs.victoriametrics.com/victoriametrics/cluster-victoriametrics/): fix inaccurate `vm_filestream_write_duration_seconds_total` due to duplicate counting . After the fix, `vm_filestream_write_duration_seconds_total` will track the duration spent on calling the `write(2)` system call properly. See [#10564](https://github.com/VictoriaMetrics/VictoriaMetrics/issues/10564).
 
 ## [v1.137.0](https://github.com/VictoriaMetrics/VictoriaMetrics/releases/tag/v1.137.0)
 
@@ -64,6 +87,43 @@ It enables back `Discovered targets` debug UI by default.
 * BUGFIX: `vmstorage` in [VictoriaMetrics cluster](https://docs.victoriametrics.com/victoriametrics/cluster-victoriametrics/): properly apply `extra_filters[]` filter when querying `vm_account_id` or `vm_project_id` labels via [multitenant](https://docs.victoriametrics.com/victoriametrics/cluster-victoriametrics/#multitenancy) request for `/api/v1/label/…/values` API. Before, `extra_filters` was ignored. See [#10503](https://github.com/VictoriaMetrics/VictoriaMetrics/pull/10503).
 * BUGFIX: [vmsingle](https://docs.victoriametrics.com/victoriametrics/single-server-victoriametrics/) and `vmselect` in [VictoriaMetrics cluster](https://docs.victoriametrics.com/victoriametrics/cluster-victoriametrics/): revert the use of rollup result cache for [instant queries](https://docs.victoriametrics.com/keyConcepts.html#instant-query) that contain [`rate`](https://docs.victoriametrics.com/MetricsQL.html#rate) function with a lookbehind window larger than `-search.minWindowForInstantRollupOptimization`. The cache usage was removed since [v1.132.0](https://github.com/VictoriaMetrics/VictoriaMetrics/releases/tag/v1.132.0). See [#10098](https://github.com/VictoriaMetrics/VictoriaMetrics/issues/10098#issuecomment-3895011084) for more details.
 
+## [v1.136.2](https://github.com/VictoriaMetrics/VictoriaMetrics/releases/tag/v1.136.2)
+
+Released at 2026-03-13
+
+**v1.136.x is a line of [LTS releases](https://docs.victoriametrics.com/victoriametrics/lts-releases/). It contains important up-to-date bugfixes for [VictoriaMetrics enterprise](https://docs.victoriametrics.com/victoriametrics/enterprise/).
+All these fixes are also included in [the latest community release](https://github.com/VictoriaMetrics/VictoriaMetrics/releases/latest).
+The v1.136.x line will be supported for at least 12 months since [v1.136.0](https://docs.victoriametrics.com/victoriametrics/changelog/#v11360) release**
+
+* SECURITY: upgrade Go builder from Go1.26.0 to Go1.26.1. See [the list of issues addressed in Go1.26.1](https://github.com/golang/go/issues?q=milestone%3AGo1.26.1%20label%3ACherryPickApproved).
+
+FEATURE: [vmsingle](https://docs.victoriametrics.com/victoriametrics/single-server-victoriametrics/) and `vmselect` in [VictoriaMetrics cluster](https://docs.victoriametrics.com/victoriametrics/cluster-victoriametrics/): Disable `/graphite/tags/tagSeries` and `/graphite/tags/tagMultiSeries` for Graphite tag registration since it is unlikely it is used in context of VictoriaMetrics. See [10544](https://github.com/VictoriaMetrics/VictoriaMetrics/issues/10544).
+* FEATURE: [MetricsQL](https://docs.victoriametrics.com/victoriametrics/metricsql/): add [histogram_fraction](https://docs.victoriametrics.com/victoriametrics/metricsql/#histogram_fraction) function to calculate the fraction of buckets falling between lowerLe and upperLe. See [#5346](https://github.com/VictoriaMetrics/VictoriaMetrics/issues/5346).
+
+* BUGFIX: all VictoriaMetrics components: replace `histogram` with `untyped` metric metadata type for [VictoriaMetrics histograms](https://docs.victoriametrics.com/victoriametrics/keyconcepts/#histogram) when `-metrics.exposeMetadata` is set. See [#82](https://github.com/VictoriaMetrics/metrics/issues/82).
+* BUGFIX: [vmauth](https://docs.victoriametrics.com/victoriametrics/vmauth/): properly route requests to `default_url`. Previously, `request_path` query arg could be set incorrectly during concurrent requests. See [#10626](https://github.com/VictoriaMetrics/VictoriaMetrics/pull/10626).
+* BUGFIX: [vmbackup](https://docs.victoriametrics.com/vmbackup/), [vmbackupmanager](https://docs.victoriametrics.com/victoriametrics/vmbackupmanager/): do not enable ACL when uploading backups to S3-compatible endpoints by default. ACL is not always supported by S3-compatible endpoints and it is not recommended to use ACLs to limit access to objects. See [#10539](https://github.com/VictoriaMetrics/VictoriaMetrics/issues/10539) for more details.
+* BUGFIX: [vmbackupmanager](https://docs.victoriametrics.com/victoriametrics/vmbackupmanager/): overwrite s3 object metadata while syncing latest backups with other backup types. See [#10639](https://github.com/VictoriaMetrics/VictoriaMetrics/issues/10639).
+* BUGFIX: [vmagent](https://docs.victoriametrics.com/victoriametrics/vmagent/), [vmsingle](https://docs.victoriametrics.com/victoriametrics/single-server-victoriametrics/), `vminsert` and `vmstorage` in [VictoriaMetrics cluster](https://docs.victoriametrics.com/victoriametrics/cluster-victoriametrics/): properly attach `host` label to the time series ingested via [/datadog/api/beta/sketches](https://docs.victoriametrics.com/victoriametrics/integrations/datadog/#) API. See [#10557](https://github.com/VictoriaMetrics/VictoriaMetrics/issues/10557).
+* BUGFIX: [vmui](https://docs.victoriametrics.com/victoriametrics/single-server-victoriametrics/#vmui): use `increase_pure` instead of `rate` for histogram heatmaps in Explore Metrics to correctly display the first observation in each new bucket. See [#10365](https://github.com/VictoriaMetrics/VictoriaMetrics/issues/10365). Thanks to @ab0utbla-k for the contribution.
+* BUGFIX: `vmstorage` in [VictoriaMetrics cluster](https://docs.victoriametrics.com/victoriametrics/cluster-victoriametrics/): fix inaccurate `vm_filestream_write_duration_seconds_total` due to duplicate counting . After the fix, `vm_filestream_write_duration_seconds_total` will track the duration spent on calling the `write(2)` system call properly. See [#10564](https://github.com/VictoriaMetrics/VictoriaMetrics/issues/10564).
+
+## [v1.136.1](https://github.com/VictoriaMetrics/VictoriaMetrics/releases/tag/v1.136.1)
+
+Released at 2026-03-02
+
+**v1.136.x is a line of [LTS releases](https://docs.victoriametrics.com/victoriametrics/lts-releases/). It contains important up-to-date bugfixes for [VictoriaMetrics enterprise](https://docs.victoriametrics.com/victoriametrics/enterprise/).
+All these fixes are also included in [the latest community release](https://github.com/VictoriaMetrics/VictoriaMetrics/releases/latest).
+The v1.136.x line will be supported for at least 12 months since [v1.136.0](https://docs.victoriametrics.com/victoriametrics/changelog/#v11360) release**
+
+* BUGFIX: all VictoriaMetrics components: return gzip-compressed response instead of zstd-compressed response to the client if `Accept-Encoding` request header contains both `gzip` and `zstd`. This is needed because some clients and proxies improperly handle zstd-compressed responses. See [#10535](https://github.com/VictoriaMetrics/VictoriaMetrics/issues/10535).
+* BUGFIX: [vmagent](https://docs.victoriametrics.com/vmagent/) and [vmsingle](https://docs.victoriametrics.com/victoriametrics/single-server-victoriametrics/): properly check expired client certificate during mTLS requests. See [#10393](https://github.com/VictoriaMetrics/VictoriaMetrics/issues/10393).
+* BUGFIX: [vmsingle](https://docs.victoriametrics.com/victoriametrics/single-server-victoriametrics/) and `vmstorage` in [VictoriaMetrics cluster](https://docs.victoriametrics.com/victoriametrics/cluster-victoriametrics/): prevent panic `error parsing regexp: expression nests too deeply` triggered by large repetition ranges in regex. See [VictoriaLogs#1112](https://github.com/VictoriaMetrics/VictoriaLogs/issues/1112).
+* BUGFIX: `vmstorage` in [VictoriaMetrics cluster](https://docs.victoriametrics.com/victoriametrics/cluster-victoriametrics/): properly search tenants for [multitenant](https://docs.victoriametrics.com/victoriametrics/cluster-victoriametrics/#multitenancy) query request. See [#10422](https://github.com/VictoriaMetrics/VictoriaMetrics/issues/10422).
+* BUGFIX: `vmstorage` in [VictoriaMetrics cluster](https://docs.victoriametrics.com/victoriametrics/cluster-victoriametrics/): properly apply `extra_filters[]` filter when querying `vm_account_id` or `vm_project_id` labels via [multitenant](https://docs.victoriametrics.com/victoriametrics/cluster-victoriametrics/#multitenancy) request for `/api/v1/label/…/values` API. Before, `extra_filters` was ignored.
+* BUGFIX: [vmsingle](https://docs.victoriametrics.com/victoriametrics/single-server-victoriametrics/) and `vmselect` in [VictoriaMetrics cluster](https://docs.victoriametrics.com/victoriametrics/cluster-victoriametrics/): revert the use of rollup result cache for [instant queries](https://docs.victoriametrics.com/keyConcepts.html#instant-query) that contain [`rate`](https://docs.victoriametrics.com/MetricsQL.html#rate) function with a lookbehind window larger than `-search.minWindowForInstantRollupOptimization`. The cache usage was removed since [v1.132.0](https://github.com/VictoriaMetrics/VictoriaMetrics/releases/tag/v1.132.0). See [#10098](https://github.com/VictoriaMetrics/VictoriaMetrics/issues/10098#issuecomment-3895011084) for more details.
+* BUGFIX: [vmui](https://docs.victoriametrics.com/victoriametrics/single-server-victoriametrics/#vmui): fix escaping for label names with special characters. See [#10485](https://github.com/VictoriaMetrics/VictoriaMetrics/issues/10485).
+
 ## [v1.136.0](https://github.com/VictoriaMetrics/VictoriaMetrics/releases/tag/v1.136.0)
 
 Released at 2026-02-13
@@ -216,6 +276,24 @@ See changes [here](https://docs.victoriametrics.com/victoriametrics/changelog/ch
 
 See changes [here](https://docs.victoriametrics.com/victoriametrics/changelog/changelog_2025/#v11230)
 
+## [v1.122.17](https://github.com/VictoriaMetrics/VictoriaMetrics/releases/tag/v1.122.17)
+
+Released at 2026-03-13
+
+**v1.122.x is a line of [LTS releases](https://docs.victoriametrics.com/victoriametrics/lts-releases/). It contains important up-to-date bugfixes for [VictoriaMetrics enterprise](https://docs.victoriametrics.com/victoriametrics/enterprise/).
+All these fixes are also included in [the latest community release](https://github.com/VictoriaMetrics/VictoriaMetrics/releases/latest).
+The v1.122.x line will be supported for at least 12 months since [v1.122.0](https://docs.victoriametrics.com/victoriametrics/changelog/#v11220) release**
+
+* SECURITY: upgrade Go builder from Go1.24.13 to Go1.25.8. See [the list of issues addressed in Go1.25.8](https://github.com/golang/go/issues?q=milestone%3AGo1.25.8+label%3ACherryPickApproved).
+
+* FEATURE: [MetricsQL](https://docs.victoriametrics.com/victoriametrics/metricsql/): add [histogram_fraction](https://docs.victoriametrics.com/victoriametrics/metricsql/#histogram_fraction) function to calculate the fraction of buckets falling between lowerLe and upperLe. See [#5346](https://github.com/VictoriaMetrics/VictoriaMetrics/issues/5346).
+
+* BUGFIX: all VictoriaMetrics components: replace `histogram` with `untyped` metric metadata type for [VictoriaMetrics histograms](https://docs.victoriametrics.com/victoriametrics/keyconcepts/#histogram) when `-metrics.exposeMetadata` is set. See [#82](https://github.com/VictoriaMetrics/metrics/issues/82).
+* BUGFIX: [vmauth](https://docs.victoriametrics.com/victoriametrics/vmauth/): properly route requests to `default_url`. Previously, `request_path` query arg could be set incorrectly during concurrent requests. See [#10626](https://github.com/VictoriaMetrics/VictoriaMetrics/pull/10626).
+* BUGFIX: [vmagent](https://docs.victoriametrics.com/victoriametrics/vmagent/), [vmsingle](https://docs.victoriametrics.com/victoriametrics/single-server-victoriametrics/), `vminsert` and `vmstorage` in [VictoriaMetrics cluster](https://docs.victoriametrics.com/victoriametrics/cluster-victoriametrics/): properly attach `host` label to the time series ingested via [/datadog/api/beta/sketches](https://docs.victoriametrics.com/victoriametrics/integrations/datadog/#) API. See [#10557](https://github.com/VictoriaMetrics/VictoriaMetrics/issues/10557).
+* BUGFIX: [vmui](https://docs.victoriametrics.com/victoriametrics/single-server-victoriametrics/#vmui): use `increase_pure` instead of `rate` for histogram heatmaps in Explore Metrics to correctly display the first observation in each new bucket. See [#10365](https://github.com/VictoriaMetrics/VictoriaMetrics/issues/10365). Thanks to @ab0utbla-k for the contribution.
+* BUGFIX: `vmstorage` in [VictoriaMetrics cluster](https://docs.victoriametrics.com/victoriametrics/cluster-victoriametrics/): fix inaccurate `vm_filestream_write_duration_seconds_total` due to duplicate counting . After the fix, `vm_filestream_write_duration_seconds_total` will track the duration spent on calling the `write(2)` system call properly. See [#10564](https://github.com/VictoriaMetrics/VictoriaMetrics/issues/10564).
+
 ## [v1.122.16](https://github.com/VictoriaMetrics/VictoriaMetrics/releases/tag/v1.122.16)
 
 Released at 2026-02-27

docs/victoriametrics/enterprise.md

@@ -117,7 +117,7 @@ It is allowed to run VictoriaMetrics and VictoriaLogs Enterprise components in [
 
 Binary releases of Enterprise components are available at [the releases page for VictoriaMetrics](https://github.com/VictoriaMetrics/VictoriaMetrics/releases/latest)
 and [the releases page for VictoriaLogs](https://github.com/VictoriaMetrics/VictoriaLogs/releases/latest).
-Enterprise binaries and packages have `enterprise` suffix in their names. For example, `victoria-metrics-linux-amd64-v1.137.0-enterprise.tar.gz`.
+Enterprise binaries and packages have `enterprise` suffix in their names. For example, `victoria-metrics-linux-amd64-v1.138.0-enterprise.tar.gz`.
 
 In order to run binary release of Enterprise component, please download the `*-enterprise.tar.gz` archive for your OS and architecture
 from the corresponding releases page and unpack it. Then run the unpacked binary.
@@ -135,8 +135,8 @@ For example, the following command runs VictoriaMetrics Enterprise binary with t
 obtained at [this page](https://victoriametrics.com/products/enterprise/trial/):
 
 ```sh
-wget https://github.com/VictoriaMetrics/VictoriaMetrics/releases/download/v1.137.0/victoria-metrics-linux-amd64-v1.137.0-enterprise.tar.gz
-tar -xzf victoria-metrics-linux-amd64-v1.137.0-enterprise.tar.gz
+wget https://github.com/VictoriaMetrics/VictoriaMetrics/releases/download/v1.138.0/victoria-metrics-linux-amd64-v1.138.0-enterprise.tar.gz
+tar -xzf victoria-metrics-linux-amd64-v1.138.0-enterprise.tar.gz
 ./victoria-metrics-prod -license=BASE64_ENCODED_LICENSE_KEY
 ```
 
@@ -151,7 +151,7 @@ Alternatively, VictoriaMetrics Enterprise license can be stored in the file and
 It is allowed to run VictoriaMetrics and VictoriaLogs Enterprise components in [cases listed here](#valid-cases-for-victoriametrics-enterprise).
 
 Docker images for Enterprise components are available at [VictoriaMetrics Docker Hub](https://hub.docker.com/u/victoriametrics) and [VictoriaMetrics Quay](https://quay.io/organization/victoriametrics).
-Enterprise docker images have `enterprise` suffix in their names. For example, `victoriametrics/victoria-metrics:v1.137.0-enterprise`.
+Enterprise docker images have `enterprise` suffix in their names. For example, `victoriametrics/victoria-metrics:v1.138.0-enterprise`.
 
 In order to run Docker image of VictoriaMetrics Enterprise component, it is required to provide the license key via the command-line
 flag as described in the [binary-releases](#binary-releases) section.
@@ -161,13 +161,13 @@ Enterprise license key can be obtained at [this page](https://victoriametrics.co
 For example, the following command runs VictoriaMetrics Enterprise Docker image with the specified license key:
 
 ```sh
-docker run --name=victoria-metrics victoriametrics/victoria-metrics:v1.137.0-enterprise -license=BASE64_ENCODED_LICENSE_KEY
+docker run --name=victoria-metrics victoriametrics/victoria-metrics:v1.138.0-enterprise -license=BASE64_ENCODED_LICENSE_KEY
 ```
 
 Alternatively, the license code can be stored in the file and then referred via `-licenseFile` command-line flag:
 
 ```sh
-docker run --name=victoria-metrics -v /vm-license:/vm-license  victoriametrics/victoria-metrics:v1.137.0-enterprise -licenseFile=/path/to/vm-license
+docker run --name=victoria-metrics -v /vm-license:/vm-license  victoriametrics/victoria-metrics:v1.138.0-enterprise -licenseFile=/path/to/vm-license
 ```
 
 Example docker-compose configuration:
@@ -177,7 +177,7 @@ version: "3.5"
 services:
   victoriametrics:
     container_name: victoriametrics
-    image: victoriametrics/victoria-metrics:v1.137.0
+    image: victoriametrics/victoria-metrics:v1.138.0
     ports:
       - 8428:8428
     volumes:
@@ -209,7 +209,7 @@ is used to provide the license key in plain-text:
 ```yaml
 server:
   image:
-    tag: v1.137.0-enterprise
+    tag: v1.138.0-enterprise
 
 license:
   key: {BASE64_ENCODED_LICENSE_KEY}
@@ -220,7 +220,7 @@ In order to provide the license key via existing secret, the following values fi
 ```yaml
 server:
   image:
-    tag: v1.137.0-enterprise
+    tag: v1.138.0-enterprise
 
 license:
   secret:
@@ -270,7 +270,7 @@ spec:
   license:
     key: {BASE64_ENCODED_LICENSE_KEY}
   image:
-    tag: v1.137.0-enterprise
+    tag: v1.138.0-enterprise
 ```
 
 In order to provide the license key via an existing secret, the following custom resource is used:
@@ -287,7 +287,7 @@ spec:
       name: vm-license
       key: license
   image:
-    tag: v1.137.0-enterprise
+    tag: v1.138.0-enterprise
 ```
 
 Example secret with license key:
@@ -338,7 +338,7 @@ Builds are available for amd64 and arm64 architectures.
 
 Example archive:
 
-`victoria-metrics-linux-amd64-v1.137.0-enterprise.tar.gz`
+`victoria-metrics-linux-amd64-v1.138.0-enterprise.tar.gz`
 
 Includes:
 
@@ -347,7 +347,7 @@ Includes:
 
 Example Docker image:
 
-`victoriametrics/victoria-metrics:v1.137.0-enterprise-fips` – uses the FIPS-compatible binary and based on `scratch` image.
+`victoriametrics/victoria-metrics:v1.138.0-enterprise-fips` – uses the FIPS-compatible binary and based on `scratch` image.
 
 ## Monitoring license expiration
 

docs/victoriametrics/integrations/grafana/_index.md

@@ -58,3 +58,15 @@ Once connected, you can build graphs and dashboards using [PromQL](https://prome
 
 _Creating a datasource may require [specific permissions](https://grafana.com/docs/grafana/latest/administration/data-source-management/).
 If you don't see an option to create a data source - try contacting system administrator._
+
+## Multi-tenant access with vmauth and OIDC
+
+[vmauth](https://docs.victoriametrics.com/victoriametrics/vmauth/) can proxy Grafana datasource requests and enforce
+per-user multi-tenant access using [JWT tokens](https://en.wikipedia.org/wiki/JSON_Web_Token) {{% available_from "v1.138.0" %}} from an OIDC provider.
+
+When Grafana is configured with OAuth, enable `Forward OAuth identity` on the datasource so Grafana forwards the user's
+JWT to vmauth with each query. vmauth validates the token and uses the `vm_access` claim to route requests to the
+correct tenant or apply label filters — users only see metrics belonging to their tenant.
+
+See the full walkthrough in the guide [Multi-Tenant Access with Grafana & OIDC](https://docs.victoriametrics.com/guides/grafana-vmauth-openid-configuration/)
+and [JWT token auth proxy](https://docs.victoriametrics.com/victoriametrics/vmauth/#jwt-token-auth-proxy).

docs/victoriametrics/integrations/opentelemetry.md

@@ -13,10 +13,10 @@ It expects `protobuf`-encoded requests at `/opentelemetry/v1/metrics`. For gzip-
 
 See how to configure [OpenTelemetry Collector](https://docs.victoriametrics.com/victoriametrics/data-ingestion/opentelemetry-collector/) to push metrics to VictoriaMetrics.
 
-## Metric naming
+## Label sanitization
 
-By default, VictoriaMetrics stores the ingested OpenTelemetry [metric samples](https://docs.victoriametrics.com/victoriametrics/keyconcepts/#raw-samples) as is **without any transformations**.
-The following label transformations can be enabled:
+By default, VictoriaMetrics stores the ingested OpenTelemetry [metric points](https://opentelemetry.io/docs/specs/otel/metrics/data-model/#metric-points) as is **without any transformations**.
+The following label sanitization options can be enabled:
 * `-usePromCompatibleNaming` - replaces characters unsupported by Prometheus with `_` in metric names and labels **for all ingestion protocols**.
   For example, `process.cpu.time{service.name="foo"}` is converted to `process_cpu_time{service_name="foo"}`.
 * `-opentelemetry.usePrometheusNaming` - converts metric names and labels according to [OTLP Metric points to Prometheus specification](https://github.com/open-telemetry/opentelemetry-specification/blob/v1.33.0/specification/compatibility/prometheus_and_openmetrics.md#otlp-metric-points-to-prometheus) for metrics ingested via OTLP.
@@ -26,10 +26,21 @@ The following label transformations can be enabled:
 
 > These flags can be applied on vmagent, vminsert or VictoriaMetrics single-node.
 
+## Resource Attributes
+
+By default, VictoriaMetrics promotes all [OpenTelemetry resource](https://opentelemetry.io/docs/specs/otel/resource/data-model/) attributes to labels and attaches them to all ingested OTLP metrics.
+
 ## Exponential histograms
 
 OpenTelemetry [exponential histogram](https://opentelemetry.io/docs/specs/otel/metrics/data-model/#exponentialhistogram) is automatically converted
-to [VictoriaMetrics histogram format](https://valyala.medium.com/improving-histogram-usability-for-prometheus-and-grafana-bc7e5df0e350).
+to [VictoriaMetrics histogram format](https://valyala.medium.com/improving-histogram-usability-for-prometheus-and-grafana-bc7e5df0e350) during ingestion. Since VictoriaMetrics histogram doesn't support negative observations, all buckets in the negative range are dropped.
+
+## Delta Temporality
+
+In OpenTelemetry, some metric types(including sums, histograms, and exponential histograms) support delta and cumulative aggregation temporality. VictoriaMetrics works best with cumulative temporality, and it's recommended to export metrics with cumulative temporality or convert delta to cumulative temporality using [OpenTelemetry Collector deltatocumulative processor](https://github.com/open-telemetry/opentelemetry-collector-contrib/tree/main/processor/deltatocumulativeprocessor) before sending to VictoriaMetrics.
+VictoriaMetrics stores delta temporality metric values as is {{% available_from "v1.132.0" %}}, they can be queried with [sum_over_time()](https://docs.victoriametrics.com/victoriametrics/metricsql/#sum_over_time) and [rate_over_sum()](https://docs.victoriametrics.com/victoriametrics/metricsql/#rate_over_sum).
+
+> Do not apply [deduplication](https://docs.victoriametrics.com/victoriametrics/single-server-victoriametrics/#deduplication) or [downsampling](https://docs.victoriametrics.com/victoriametrics/single-server-victoriametrics/#downsampling) to delta temporality metrics, since it might cause data loss.
 
 ## References