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Security\n\n- `operations`: Update Go to 1.26.5 (CVE-2026-39822, CVE-2026-27145, CVE-2026-42504, CVE-2026-42505, CVE-2026-42507), google.golang.org/grpc to v1.82.1 (GHSA-hrxh-6v49-42gf), golang.org/x/net to v0.56.0 (CVE-2026-46600), golang.org/x/text to v0.39.0 (CVE-2026-56852), and go.opentelemetry.io/otel to v1.44.0 (CVE-2026-41178) ([#7726](https://github.com/grafana/tempo/issues/7726)) (@mattdurham)\n\n## Enhancements\n\n- `query-frontend`: Add Tempo configuration documentation to the MCP server via the `docs-config` tool and `docs://config/overview` and `docs://config/reference` resources ([#7521](https://github.com/grafana/tempo/issues/7521)) (@knylander-grafana)\n  The configuration reference is generated from the default configuration, so it stays in sync with the code.\n- `query-frontend`: Update the TraceQL and metrics documentation served by the MCP server to match current capabilities. ([#7375](https://github.com/grafana/tempo/issues/7375)) (@knylander-grafana)\n\n## Bug fixes\n\n- `tempo`: Fix incorrect version reported by `--version`, the build-info metric, and `/api/status/buildinfo`. The build version is now read from the new top-level VERSION file instead of the most recently created git tag, which could belong to a different release. ([#7469](https://github.com/grafana/tempo/issues/7469)) (@zhxiaogg)\n\n## Changes\n\n- `docs`: remove guidance on running multiple monolithic instances. ([#7636](https://github.com/grafana/tempo/issues/7636)) 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Security\n\n- `operations`: Update Go to 1.26.5 (CVE-2026-39822, CVE-2026-27145, CVE-2026-42504, CVE-2026-42505, CVE-2026-42507), google.golang.org/grpc to v1.82.1 (GHSA-hrxh-6v49-42gf), golang.org/x/net to v0.56.0 (CVE-2026-46600), golang.org/x/text to v0.39.0 (CVE-2026-56852), and go.opentelemetry.io/otel to v1.44.0 (CVE-2026-41178) ([#7725](https://github.com/grafana/tempo/issues/7725)) 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🔒 Security 🔒\r\n\r\n- `operations`: Update Go to 1.26.5 and bump vendored golang.org/x/net and golang.org/x/text to fix CVE-2026-39822, CVE-2026-42504, CVE-2026-27145, CVE-2026-42505, CVE-2026-42507, CVE-2026-46600, and CVE-2026-56852 ([#7641](https://github.com/grafana/tempo/issues/7641)) (@mattdurham)\r\n- `deps`: Update github.com/apache/thrift to v0.23.0 to pick up upstream security fixes. ([#7119](https://github.com/grafana/tempo/issues/7119)) (@renovate)\r\n- `deps`: Update golang.org/x/crypto to v0.52.0 to pick up upstream security fixes. ([#7258](https://github.com/grafana/tempo/issues/7258), [#7343](https://github.com/grafana/tempo/issues/7343)) (@renovate)\r\n- `deps`: Update golang.org/x/net to v0.55.0 to pick up upstream security fixes. ([#7128](https://github.com/grafana/tempo/issues/7128), [#7259](https://github.com/grafana/tempo/issues/7259), [#7371](https://github.com/grafana/tempo/issues/7371)) (@renovate)\r\n- `deps`: Update golang.org/x/sys to v0.44.0 to pick up upstream security fixes. ([#7260](https://github.com/grafana/tempo/issues/7260)) (@renovate)\r\n\r\n## 🛑 Breaking changes 🛑\r\n\r\n- `distributor`: Dropped support for the OpenCensus receiver. ([#7323](https://github.com/grafana/tempo/issues/7323)) (@zhxiaogg)\r\n\r\n## 🧰 Bug fixes 🧰\r\n\r\n- `metrics-generator`: Fix panic when `write_relabel_configs` is configured on remote write endpoints. ([#7338](https://github.com/grafana/tempo/issues/7338)) (@carles-grafana)\r\n","reactions":{"url":"https://api.github.com/repos/grafana/tempo/releases/358835818/reactions","total_count":1,"+1":0,"-1":0,"laugh":0,"hooray":0,"confused":0,"heart":0,"rocket":1,"eyes":0},"mentions_count":4},{"url":"https://api.github.com/repos/grafana/tempo/releases/338691605","assets_url":"https://api.github.com/repos/grafana/tempo/releases/338691605/assets","upload_url":"https://uploads.github.com/repos/grafana/tempo/releases/338691605/assets{?name,label}","html_url":"https://github.com/grafana/tempo/releases/tag/v2.10.7","id":338691605,"author":{"login":"github-actions[bot]","id":41898282,"node_id":"MDM6Qm90NDE4OTgyODI=","avatar_url":"https://avatars.githubusercontent.com/in/15368?v=4","gravatar_id":"","url":"https://api.github.com/users/github-actions%5Bbot%5D","html_url":"https://github.com/apps/github-actions","followers_url":"https://api.github.com/users/github-actions%5Bbot%5D/followers","following_url":"https://api.github.com/users/github-actions%5Bbot%5D/following{/other_user}","gists_url":"https://api.github.com/users/github-actions%5Bbot%5D/gists{/gist_id}","starred_url":"https://api.github.com/users/github-actions%5Bbot%5D/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/github-actions%5Bbot%5D/subscriptions","organizations_url":"https://api.github.com/users/github-actions%5Bbot%5D/orgs","repos_url":"https://api.github.com/users/github-actions%5Bbot%5D/repos","events_url":"https://api.github.com/users/github-actions%5Bbot%5D/events{/privacy}","received_events_url":"https://api.github.com/users/github-actions%5Bbot%5D/received_events","type":"Bot","user_view_type":"public","site_admin":false},"node_id":"RE_kwDODhHskM4UMAYV","tag_name":"v2.10.7","target_commitish":"main","name":"v2.10.7","draft":false,"immutable":false,"prerelease":false,"created_at":"2026-06-12T16:10:58Z","updated_at":"2026-06-12T16:28:23Z","published_at":"2026-06-12T16:28:23Z","assets":[{"url":"https://api.github.com/repos/grafana/tempo/releases/assets/445846945","id":445846945,"node_id":"RA_kwDODhHskM4akxWh","name":"SHA256SUMS","label":"","uploader":{"login":"github-actions[bot]","id":41898282,"node_id":"MDM6Qm90NDE4OTgyODI=","avatar_url":"https://avatars.githubusercontent.com/in/15368?v=4","gravatar_id":"","url":"https://api.github.com/users/github-actions%5Bbot%5D","html_url":"https://github.com/apps/github-actions","followers_url":"https://api.github.com/users/github-actions%5Bbot%5D/followers","following_url":"https://api.github.com/users/github-actions%5Bbot%5D/following{/other_user}","gists_url":"https://api.github.com/users/github-actions%5Bbot%5D/gists{/gist_id}","starred_url":"https://api.github.com/users/github-actions%5Bbot%5D/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/github-actions%5Bbot%5D/subscriptions","organizations_url":"https://api.github.com/users/github-actions%5Bbot%5D/orgs","repos_url":"https://api.github.com/users/github-actions%5Bbot%5D/repos","events_url":"https://api.github.com/users/github-actions%5Bbot%5D/events{/privacy}","received_events_url":"https://api.github.com/users/github-actions%5Bbot%5D/received_events","type":"Bot","user_view_type":"public","site_admin":false},"content_type":"application/octet-stream","state":"uploaded","size":676,"digest":"sha256:e9b05721d796d2b8e23aea3b273ff70d8660463c1d6f39e9cbca4ac000f86d22","download_count":120,"created_at":"2026-06-12T16:28:04Z","updated_at":"2026-06-12T16:28:05Z","browser_download_url":"https://github.com/grafana/tempo/releases/download/v2.10.7/SHA256SUMS"},{"url":"https://api.github.com/repos/grafana/tempo/releases/assets/445846944","id":445846944,"node_id":"RA_kwDODhHskM4akxWg","name":"tempo_2.10.7_linux_amd64.deb","label":"","uploader":{"login":"github-actions[bot]","id":41898282,"node_id":"MDM6Qm90NDE4OTgyODI=","avatar_url":"https://avatars.githubusercontent.com/in/15368?v=4","gravatar_id":"","url":"https://api.github.com/users/github-actions%5Bbot%5D","html_url":"https://github.com/apps/github-actions","followers_url":"https://api.github.com/users/github-actions%5Bbot%5D/followers","following_url":"https://api.github.com/users/github-actions%5Bbot%5D/following{/other_user}","gists_url":"https://api.github.com/users/github-actions%5Bbot%5D/gists{/gist_id}","starred_url":"https://api.github.com/users/github-actions%5Bbot%5D/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/github-actions%5Bbot%5D/subscriptions","organizations_url":"https://api.github.com/users/github-actions%5Bbot%5D/orgs","repos_url":"https://api.github.com/users/github-actions%5Bbot%5D/repos","events_url":"https://api.github.com/users/github-actions%5Bbot%5D/events{/privacy}","received_events_url":"https://api.github.com/users/github-actions%5Bbot%5D/received_events","type":"Bot","user_view_type":"public","site_admin":false},"content_type":"application/vnd.debian.binary-package","state":"uploaded","size":67289414,"digest":"sha256:1d767d983fcbd50e111022c8fa6cb3fadedf62d3873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([#7106](https://github.com/grafana/tempo/issues/7106)) 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🔒 Security 🔒\r\n\r\n- `deps`: Update github.com/apache/thrift to v0.23.0 to pick up upstream security fixes. ([#7120](https://github.com/grafana/tempo/issues/7120)) (@renovate)\r\n- `deps`: Update golang.org/x/crypto to v0.52.0 to pick up upstream security fixes. ([#7262](https://github.com/grafana/tempo/issues/7262)) (@renovate)\r\n- `deps`: Update golang.org/x/net to v0.55.0 to pick up upstream security fixes. ([#7129](https://github.com/grafana/tempo/issues/7129), [#7263](https://github.com/grafana/tempo/issues/7263)) (@renovate)\r\n- `deps`: Build Tempo with Go 1.26.3, which includes upstream security and bug fixes. ([#7422](https://github.com/grafana/tempo/issues/7422)) (@ie-pham)\r\n\r\n## 🛑 Breaking changes 🛑\r\n\r\n- `distributor`: Dropped support for the OpenCensus receiver. ([#7322](https://github.com/grafana/tempo/issues/7322)) (@zhxiaogg)\r\n\r\n## 🔧 Changes 🔧\r\n\r\n- `deps`: Updated Prometheus to v0.311.3 and the OpenTelemetry Collector dependencies to v1.52, along with related transitive dependencies (dskit and others). ([#7298](https://github.com/grafana/tempo/issues/7298)) (@zhxiaogg)\r\n","reactions":{"url":"https://api.github.com/repos/grafana/tempo/releases/336248736/reactions","total_count":1,"+1":0,"-1":0,"laugh":0,"hooray":0,"confused":0,"heart":0,"rocket":1,"eyes":0},"mentions_count":3},{"url":"https://api.github.com/repos/grafana/tempo/releases/330881814","assets_url":"https://api.github.com/repos/grafana/tempo/releases/330881814/assets","upload_url":"https://uploads.github.com/repos/grafana/tempo/releases/330881814/assets{?name,label}","html_url":"https://github.com/grafana/tempo/releases/tag/v3.0.0","id":330881814,"author":{"login":"github-actions[bot]","id":41898282,"node_id":"MDM6Qm90NDE4OTgyODI=","avatar_url":"https://avatars.githubusercontent.com/in/15368?v=4","gravatar_id":"","url":"https://api.github.com/users/github-actions%5Bbot%5D","html_url":"https://github.com/apps/github-actions","followers_url":"https://api.github.com/users/github-actions%5Bbot%5D/followers","following_url":"https://api.github.com/users/github-actions%5Bbot%5D/following{/other_user}","gists_url":"https://api.github.com/users/github-actions%5Bbot%5D/gists{/gist_id}","starred_url":"https://api.github.com/users/github-actions%5Bbot%5D/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/github-actions%5Bbot%5D/subscriptions","organizations_url":"https://api.github.com/users/github-actions%5Bbot%5D/orgs","repos_url":"https://api.github.com/users/github-actions%5Bbot%5D/repos","events_url":"https://api.github.com/users/github-actions%5Bbot%5D/events{/privacy}","received_events_url":"https://api.github.com/users/github-actions%5Bbot%5D/received_events","type":"Bot","user_view_type":"public","site_admin":false},"node_id":"RE_kwDODhHskM4TuNsW","tag_name":"v3.0.0","target_commitish":"main","name":"Tempo 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3.0 is a major release that completes the transition to the new ingest/write architecture, removes deprecated 2.x components, graduates TraceQL metrics to general availability, and adds migration tooling for Tempo 2.x users.\r\n\r\nThis release contains breaking configuration and deployment changes. Review the migration guide before upgrading, especially if you use legacy ingesters, legacy overrides, v2 blocks, OpenCensus, localblocks, or custom live-store/query-frontend settings.\r\n\r\n## Highlights\r\n\r\n- New ingest/write architecture replaces legacy ingesters.\r\n- TraceQL metrics is generally available; alerting on TraceQL metrics and the faster read path remain experimental.\r\n- vParquet5 improvements and faster metrics query paths.\r\n- Expanded metrics-generator controls for cardinality management.\r\n- Trace redaction support.\r\n- Span profiling support via otelpyroscope.\r\n- Live-store and block-builder correctness and observability fixes.\r\n\r\nUseful links:\r\n\r\n- Release notes: https://grafana.com/docs/tempo/latest/release-notes/v3-0/\r\n- Migration guide: https://grafana.com/docs/tempo/latest/set-up-for-tracing/setup-tempo/migrate-to-3/\r\n- Upgrade guide: https://grafana.com/docs/tempo/latest/set-up-for-tracing/setup-tempo/upgrade/\r\n- Changelog: https://github.com/grafana/tempo/blob/v3.0.0/CHANGELOG.md#v300\r\n\r\n## Features\r\n\r\n- Make individual AST transformations skippable via config and query hints by @stoewer in #7012\r\n- Add span profiling support via otelpyroscope. Enable with `span_profiling: true` or `-span-profiling` CLI flag to attach pprof labels to OTel spans by @simonswine in #7063\r\n- Add `tempo-cli migrate config` command for migrating Tempo 2.x configs to 3.0 by @mapno in #6982\r\n- jsonnet: Add KEDA-based horizontal pod autoscaling support for microservices deployment by @mapno in #6970\r\n- Add automemlimit support for automatic GOMEMLIMIT configuration. Enable with `memory.automemlimit_enabled: true` by @oleg-kozlyuk-grafana in #6313\r\n- Support comparison operators in TraceQL Metrics queries by @ruslan-mikhailov in #6474\r\n- metrics-generator: Add span filtering to service graphs through `filter_policies` by @javiermolinar in #6453\r\n- Add new `include_any` filter policy for spanmetrics filter by @javiermolinar in #6392\r\n- Add `span_multiplier_key` to overrides. This allows tenants to specify the attribute key used for span multiplier values to compensate for head-based sampling by @carles-grafana in #6260\r\n- metrics-generator: Add per-label limiter to control cardinality by @electron0zero in #6414\r\n  - Adds `max_cardinality_per_label` per tenant override and new metrics to estimate per-label cardinality demand.\r\n- Add an extension mechanism for per-tenant overrides by @stoewer in #6758\r\n- Extend `TraceRedactor` interface to support hiding complete traces via `ErrTraceHidden` by @stoewer in #6811\r\n- Single-binary mode: push distributor local ingest directly to live-store and metrics-generator without Kafka by @javiermolinar in #6729\r\n- Add experimental drain limiter / span name sanitization to the metrics generator to reduce metrics cardinality by clustering similar span names by @Logiraptor in #6098\r\n\r\n## Enhancements\r\n\r\n- Query-frontend: split streamed search and metrics responses into smaller gRPC packets for better default client compatibility, and fix final streaming updates after metrics series limits are reached by @mdisibio in #6607 / #7239\r\n- live-store: lock-free block reads via `atomic.Pointer[blockSnapshot]`; block deletion is two-phase and crash-safe by @zhxiaogg in #7132\r\n- Support OR conditions for tag name and tag value autocomplete (search tags v2) by @ie-pham in #6827\r\n- Expose MinIO retry settings via S3 config by @rwhitty in #6561\r\n- Reduce default livestore WAL size and align query defaults: `max_block_duration` 1m to 30s, `max_block_bytes` 100MiB to 50MiB, `complete_block_timeout` 1h to 20m, metrics `query_backend_after` 30m to 15m by @zhxiaogg in #6974\r\n- Enable native histogram emission for all promauto-registered histograms, including `tempo_request_duration_seconds`. Both classic and native formats are emitted simultaneously; existing scrapers are unaffected by @zalegrala in #6910\r\n- tempo-cli: Add `--header` flag to query api commands for custom headers by @Nouuu in #6768\r\n- tempo-cli: add `redact` command to submit trace redaction jobs to the backend scheduler by @zalegrala in #6832\r\n- Block builder: deduplicate spans within traces during block creation and track removed duplicates via `tempo_block_builder_spans_deduped_total` metric by @zhxiaogg in #6539\r\n- metrics-generator: Support extracting span multiplier from W3C tracestate OTel probability sampling threshold via `enable_tracestate_span_multiplier` config option by @csmarchbanks in #6684\r\n- Add new alerts and runbook entries by @javiermolinar in #6276\r\n- Double the maximum number of dedicated string columns in vParquet5 and update tempo-cli to determine the optimum number for the data by @mdisibio in #6282\r\n- TraceQL metrics: experimental faster read path for most metrics queries, accessible behind the query hint `spanonly_fetch=true` when `unsafe_query_hints` is enabled by @mdisibio in #6359\r\n- TraceQL metrics: add new per-tenant override to opt in or opt out of the new experimental faster read path for most metrics queries by @mdisibio in #6849\r\n- Vulture: extend data consistency checks to include more strings, integers, and blobs, at resource/span/event scopes, and perform deeper trace content checks by @mdisibio in #6731\r\n- Improve attribute truncating observability by @javiermolinar in #6400\r\n- Log truncated oversized attributes by @carles-grafana in #6467\r\n- livestore: make `trace_too_large` log line an insight by @carles-grafana in #6371\r\n- Remove live-store partition owner from ring on shutdown to prevent stale owner entries by @oleg-kozlyuk-grafana in #6409\r\n- Improved live store readiness check and added `readiness_target_lag` and `readiness_max_wait` config parameters. Live store will now, if `readiness_target_lag` is set, not report `/ready` until Kafka lag is brought under the specified value by @oleg-kozlyuk-grafana and @ruslan-mikhailov in #6238 and #6405\r\n- Expose a new histogram metric to track the jobs per query distribution by @javiermolinar in #6343\r\n- Do deep validation for filter policies in user configurable overrides API by @electron0zero in #6407\r\n- Allow `span_name_sanitization` to be set via user-configurable overrides API by @Logiraptor in #6411\r\n- Add `fail_on_high_lag` parameter to allow live-store to fail if it is lagged by @ruslan-mikhailov and @carles-grafana in #6363, #6567, and #7066\r\n- Add support for per-tenant left-padding of trace IDs by @mapno in #6489\r\n- Add new metric for generator ring size: `tempo_distributor_metrics_generator_tenant_ring_size` by @zalegrala in #5686\r\n- Remove explicit `runtime.GC()` calls in vParquet5 compactor/block creation and CLI by @oleg-kozlyuk-grafana in #6603\r\n- Reduce allocations in `extendReuseSlice` growth path during WAL writes and block creation by @mapno in #6863\r\n- Implemented anti-affinity for pods in same livestore zone by @zhxiaogg in #6757\r\n- Livestore: skipped WAL complete op during shutdown by @zhxiaogg in #6839\r\n- Add metric to track livestore block cut reasons by @zhxiaogg in #6922\r\n- Enable async parquet read mode for WAL completion path by @zhxiaogg in #6967\r\n- metrics-generator: add `leave_consumer_group_on_shutdown` to send LeaveGroup on shutdown for immediate partition reassignment instead of waiting for session timeout by @zalegrala in #6575\r\n\r\n## Breaking Changes\r\n\r\nTempo 3.0 includes several operator-impacting removals and default changes. Review the migration guide before upgrading.\r\n\r\n- The legacy ingester-based write path has been removed. Deployments must migrate to the 3.0 ingest/write architecture.\r\n  - Removed ingesters and the ingester module by @javiermolinar in #6504 / #6959\r\n  - Removed remaining app ingester config and `ingest.enabled` by @javiermolinar in #6667 / #6873\r\n  - Removed partition ring livestore config by @javiermolinar in #6981\r\n  - Removed ingester and compactor alerts by @javiermolinar in #6369\r\n- Removed v2 block encoding and the legacy v2 compactor component by @joe-elliott in #6273\r\n  - Removed v2-specific CLI commands: `list block`, `list index`, `view index`, `gen index`, and `gen bloom`.\r\n- Centralized block and WAL config: `block_builder` and `live_store` now always use `storage.trace.block` settings; per-module block config fields are removed by @stoewer in #6647\r\n- Recent data queries now guarantee complete results by failing when an instance is lagging. Defaults `query_frontend.query_end_cutoff` to `30s` and `live_store.fail_on_high_lag` to `true` by @mapno in #7210 / #7232\r\n- Disabled legacy (flat, unscoped) overrides by default. Tempo refuses to start if legacy overrides are detected. Set `enable_legacy_overrides: true` or `-config.enable-legacy-overrides=true` to opt back in temporarily. Legacy overrides will be removed in a future release by @electron0zero in #6741\r\n- User-configurable overrides config `metrics_generator.processors` no longer merges with runtime overrides. `metrics_generator.processors` now takes precedence over runtime overrides, matching every other config in user-configurable overrides. Setting `processors: []` disables all processors for the tenant by @electron0zero in #7176 / #7185\r\n- Enabled RetryInfo by default. `distributor.retry_after_on_resource_exhausted` now defaults to `5s` (was `0`) so OTLP clients receive a retry hint on ResourceExhausted errors by @electron0zero in #7088\r\n  - Set to `0` to disable cluster-wide, or set the per-tenant override `ingestion.retry_info_enabled: false` to disable for a single tenant.\r\n- Removed duplicate `compaction` prefix from CompactorConfig CLI flags by @electron0zero in #6909\r\n  - `compaction.compaction.block-retention` → `compaction.block-retention`\r\n  - `compaction.compaction.max-objects-per-block` → `compaction.max-objects-per-block`\r\n  - `compaction.compaction.max-block-bytes` → `compaction.max-block-bytes`\r\n  - `compaction.compaction.compaction-window` → `compaction.compaction-window`\r\n- Removed OpenCensus receiver by @javiermolinar in #6523\r\n- Removed legacy `mem-ballast-size-mbs` CLI flag by @orkhan-huseyn in #6403\r\n- tempo-cli: Support relative time (`now`, `now-1h`) for start/end args and standardize on RFC3339 in all commands by @electron0zero in #6458\r\n  - `query search` command no longer accepts timestamps without timezone, for example `2024-01-01T00:00:00`; use RFC3339, for example `2024-01-01T00:00:00Z`, or relative time instead.\r\n- Consolidated read configuration for recent data cutoff. `query_frontend.search.query_ingesters_until` is removed in favor of only `query_frontend.search.query_backend_after` by @mapno in #6507\r\n- Removed deprecated `querier.query_live_store` config. This field must be removed from configs on upgrade by @javiermolinar in #7048\r\n- Optimized TraceQL AST by rewriting conditions on the same attribute to their array equivalent by @stoewer in #6353\r\n  - Slightly changes the array matching semantics of `!=` and `!~` operators and introduces stricter rules for regex literals.\r\n- Removed span-metrics leftovers and lazy-init generator clients by @javiermolinar in #6618\r\n- Decommissioned livestore MetricsGenerator query service by @javiermolinar in #6615\r\n- Removed metrics-generator localblocks processor and related local block storage plumbing by @javiermolinar in #6555\r\n- `SpanMetricsSummary` is removed and querier code simplified by @javiermolinar in #6496 and #6510\r\n- Set the `all` target to be 3.0-compatible and removed the `scalable-single-binary` target by @joe-elliott in #6283\r\n- Cleaned up enterprise jsonnet by @javiermolinar in #6505\r\n\r\n## Changes\r\n\r\n- Stop publishing 32-bit ARM binary archives. Release artifacts continue to include amd64 and arm64 binaries by @javiermolinar in #7106\r\n- Upgrade Tempo to Go 1.26.2 by @stoewer in #6443\r\n- Allow duplicate dimensions for span metrics and service graphs. This is a valid use case if using different instrumentation libraries, with spans having `deployment.environment` and others `deployment_environment`, for example by @carles-grafana in #6288\r\n- Update default max duration for TraceQL metrics queries up to one day by @javiermolinar in #6285\r\n- Set TraceQL query metrics checks by default in Vulture by @javiermolinar in #6275\r\n- Make Tempo single-binary example use the local backend by @javiermolinar in #7033\r\n- Bump ingestion limits by @javiermolinar in #7034\r\n- Bumped release examples and generated operations config to `grafana/tempo:3.0.0` by @javiermolinar in #7291\r\n- TraceQL metrics: change default step intervals to align with new vParquet5 timestamp columns by @mdisibio in #6413\r\n- Remove all traces of ingesters from the dashboards by @javiermolinar in #6352\r\n- jsonnet: Add emptyDir data volume to block-builder StatefulSet by @mapno in #6648\r\n- Add quick checks to tempo mixin runbook by @javiermolinar in #6696\r\n- Deprecate metrics-generator no-local-blocks by @javiermolinar in #6707\r\n- Own local block and partition ring helpers by @javiermolinar in #6808\r\n- Track invalid trace and span id discards by @javiermolinar in #6799\r\n- Deprecate `query_frontend.rf1_after` and query all blocks regardless of replication factor for non-metrics paths. Simplifies 2.x to 3.0 migration by @mapno in #6969\r\n- Flush blocks to backend storage from the Live store in single binary mode by @javiermolinar in #6941\r\n- Remove stale config from the examples by @javiermolinar in #6980\r\n- tempo-cli: Rewrite `migrate overrides-config` and add `migrate overrides-per-tenant` command to help migrate legacy flat overrides to the new scoped format by @electron0zero in #6793\r\n- Decouple livestore from metrics-generator by @javiermolinar in #6506 and #6535\r\n- Expose OTLP HTTP and gRPC ports for Docker examples by @javiermolinar in #6296\r\n\r\n## Security fixes\r\n\r\n- Updated `golang.org/x/net` to v0.55.0 by @renovate-sh-app[bot] in #7267\r\n- Updated `golang.org/x/crypto` to v0.52.0 by @renovate-sh-app[bot] in #7266\r\n- Updated `github.com/apache/thrift` to v0.23.0 by @renovate-sh-app[bot] in #7265\r\n- Fixed division by zero error in TraceQL expressions by @Proximyst in #6580\r\n- Fixed `intPow` hanging for certain inputs by @Proximyst in #6581\r\n- Fixed integer overflow in query parameters by using `strconv.ParseUint` instead of `strconv.Atoi`/`strconv.ParseInt` for unsigned integer fields by @ricardbejarano in #6612\r\n\r\n## Bugfixes\r\n\r\n- Fixed live-store panic in legacy tag-based search against vParquet5 blocks when matching attributes stored in integer dedicated columns by @mdisibio in #7135\r\n- Fixed livestore panic handling in `iterateBlocks` per-block paths so malformed parquet values return an error instead of crashing the process by @zhxiaogg in #7134\r\n- Fixed tempo-vulture ignoring `-tempo-push-tls` flag in normal operating mode by @zachfi in #6976\r\n- livestore: check readiness before lag for SearchRecent and QueryRange queries by @zhxiaogg in #6911\r\n- Fix live-store SearchTagValuesV2 disk cache never being populated on complete blocks by @mapno in #6858\r\n- Fix dedicated columns fallback in `block_builder` and `live_store` to use `storage.trace.block.parquet_dedicated_columns` when not set via overrides by @stoewer in #6647\r\n- Force live-store to rehydrate from Kafka lookback period when local data is missing, such as PVC wipe or new node, instead of resuming from the committed consumer group offset by @oleg-kozlyuk-grafana in #6428\r\n- Fix reload of `span_name_sanitization` overrides during runtime by @electron0zero in #6435\r\n- live store honors the config options for block and WAL versions by @mdisibio in #6509\r\n- block builder honors the global storage block config for block and WAL versions by @Harry-kp in #6532\r\n- Normalize allowlist headers when building the allowlist map by @javiermolinar in #6481\r\n- Fix bug related to dedicated column filtering by @stoewer in #6586\r\n- Fix compactor deduped spans metric using the wrong type, gauge instead of counter, by @bejaratommy in #6576\r\n- metrics-generator: Fix active-series counter underflow in local series limiter when overflow series are deleted by @carles-grafana in #6568\r\n- Skip per-label limiter and sanitizer for target_info and host_info metrics in metrics-generator by @electron0zero in #6660\r\n- Fix incorrect search results for some queries on new blob columns by @mdisibio in #6815\r\n- Fix vParquet5 buffer-reuse bug where event attributes in dedicated columns could be persisted on additional spans and events by @mdisibio in #6914\r\n- Fix race condition where `remove_owner_on_shutdown` flag was set too late, causing the partition owner to remain in the ring by @oleg-kozlyuk-grafana in #6693\r\n- Return 400 instead of 500 when query_range or query_instant requests have unparseable start/end parameters by @ruslan-mikhailov in #6694\r\n- Correct block-builder fetch metrics to use counters instead of gauges by @WinterCabbage in #6578\r\n- Log tenant on receiver push errors by @javiermolinar in #6780\r\n- Fix race conditions in WAL block by @ruslan-mikhailov in #6773\r\n- metrics-generator: Fix target_info being skipped when resource attributes have empty values by @carles-grafana in #6774\r\n- metrics-generator: Drain old series on metric replacement to prevent limiter leak and permanent overflow by @carles-grafana in #6653\r\n- live-store: fixed unsuccessful deregistering from membership/partition rings during shutdown by @zhxiaogg in #6848\r\n- Respect context cancellation when reading WAL block iterator by @zhxiaogg in #6928\r\n- Complete lifecycler shutdown on errors by @javiermolinar in #6906\r\n- livestore: fix concurrent WAL writes from periodic and shutdown flushes by @zhxiaogg in #6972\r\n- live-store: fix race conditions for tag values endpoint by @ruslan-mikhailov in #7000\r\n- live-store: correct backoff duration calculation by @ruslan-mikhailov in #6999\r\n- vulture: fix for recent traces when `query_end_cutoff` is enabled by @ruslan-mikhailov in #7018\r\n- Fix live-store producing WAL blocks exceeding `max_block_bytes` when flushing large batches of idle traces by @ruslan-mikhailov in #6971\r\n- live-store: skip lookback replay when partition is Inactive during scaling down by @zhxiaogg in #7101\r\n\r\n## New Contributors\r\n\r\nThanks to the following first-time contributors:\r\n\r\n- @evan361425 made their first contribution in #5968\r\n- @mihaelmiklec made their first contribution in #6442\r\n- @Harry-kp made their first contribution in #6532\r\n- @bejaratommy made their first contribution in #6576\r\n- @jasuade made their first contribution in #6610\r\n- @antonio-mazzini made their first contribution in #6609\r\n- @orkhan-huseyn made their first contribution in #6403\r\n- @ricardbejarano made their first contribution in #6612\r\n- @rwhitty made their first contribution in #6561\r\n- @WinterCabbage made their first contribution in #6578\r\n- @csmarchbanks made their first contribution in #6684\r\n- @gounthar made their first contribution in #6756\r\n- @Nouuu made their first contribution in #6768\r\n- @EoinTrial made their first contribution in #6905\r\n- @sethmccombs made their first contribution in #7108\r\n\r\nFull 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Tempo v3.0.0-rc.1 \r\n\r\nTempo 3.0 is a major release candidate focused on the new ingest/write architecture, removal of deprecated 2.x components, migration tooling, TraceQL metrics improvements, and live-store/block-builder correctness and observability fixes.\r\n\r\n## Breaking Changes\r\n\r\n* Remove duplicate \"compaction\" prefix from CompactorConfig CLI flags. Affected flags: `compaction.block-retention`, `compaction.max-objects-per-block`, `compaction.max-block-bytes`, `compaction.compaction-window` by @electron0zero in https://github.com/grafana/tempo/pull/6909\r\n* Enable RetryInfo by default. `distributor.retry_after_on_resource_exhausted` now defaults to `5s` (was `0`) so OTLP clients receive a retry hint on `ResourceExhausted` errors by @electron0zero in https://github.com/grafana/tempo/pull/7088\r\n  Set to `0` to disable cluster-wide, or set the per-tenant override `ingestion.retry_info_enabled: false` to disable for a single tenant.\r\n* Centralize block and WAL config: `block_builder` and `live_store` now always use `storage.trace.block` settings; per-module block config fields are removed by @stoewer in https://github.com/grafana/tempo/pull/6647\r\n* Remove Opencensus receiver by @javiermolinar in https://github.com/grafana/tempo/pull/6523\r\n* Remove legacy `mem-ballast-size-mbs` cli flag by @orkhan-huseyn in https://github.com/grafana/tempo/pull/6403\r\n* tempo-cli: Support relative time (now, now-1h) for start/end args and standardize on RFC3339 in all commands by @electron0zero in https://github.com/grafana/tempo/pull/6458\r\n  `query search` command no longer accepts timestamps without timezone (e.g. `2024-01-01T00:00:00`), use RFC3339 (e.g. `2024-01-01T00:00:00Z`) or relative time instead.\r\n* Consolidate read configuration for recent data cutoff. `query_frontend.search.query_ingesters_until` is removed in favor of only `query_frontend.search.query_backend_after` by @mapno in https://github.com/grafana/tempo/pull/6507\r\n* Remove deprecated `querier.query_live_store` config. This field must be removed from configs on upgrade by @javiermolinar in https://github.com/grafana/tempo/pull/7048\r\n* Optimize TraceQL AST by rewriting conditions on the same attribute to their array equivalent by @stoewer in https://github.com/grafana/tempo/pull/6353\r\n  Slightly changes the array matching semantics of != and !~ operators and introduces stricter rules for regex literals.\r\n* Remove partition ring livestore config by @javiermolinar in https://github.com/grafana/tempo/pull/6981\r\n* Remove ingester module by @javiermolinar in https://github.com/grafana/tempo/pull/6959\r\n* Remove ingest.enabled config by @javiermolinar in https://github.com/grafana/tempo/pull/6873\r\n* Disable legacy (flat, unscoped) overrides by default. Tempo will refuse to start if legacy overrides are detected. Set `enable_legacy_overrides: true` or `-config.enable-legacy-overrides=true` to opt back in temporarily. Legacy overrides will be removed in a future release by @electron0zero in https://github.com/grafana/tempo/pull/6741\r\n* Remove remaining app ingester config by @javiermolinar in https://github.com/grafana/tempo/pull/6667\r\n* Remove span-metrics leftovers and lazy-init generator clients by @javiermolinar in https://github.com/grafana/tempo/pull/6618\r\n* Decommission livestore MetricsGenerator query service by @javiermolinar in https://github.com/grafana/tempo/pull/6615\r\n* Remove metrics-generator localblocks processor and related local block storage plumbing by @javiermolinar in https://github.com/grafana/tempo/pull/6555\r\n* Remove ingesters by @javiermolinar in https://github.com/grafana/tempo/pull/6504\r\n* Remove ingesters and compactor alerts by @javiermolinar in https://github.com/grafana/tempo/pull/6369\r\n* Removed `v2` block encoding and compactor component by @joe-elliott in https://github.com/grafana/tempo/pull/6273\r\n  This includes the removal of the following CLI commands which were `v2` specific: `list block`, `list index`, `view index`, `gen index`, `gen bloom`.\r\n* SpanMetricsSummary is removed and querier code simplified by @javiermolinar in https://github.com/grafana/tempo/pull/6496 and https://github.com/grafana/tempo/pull/6510\r\n* Sets the `all` target to be 3.0 compatible and removes the `scalable-single-binary` target by @joe-elliott in https://github.com/grafana/tempo/pull/6283\r\n* Clean up enterprise jsonnet by @javiermolinar in https://github.com/grafana/tempo/pull/6505\r\n\r\n## Changes\r\n\r\n* Stop publishing 32-bit ARM binary archives. Release artifacts continue to include amd64 and arm64 binaries by @javiermolinar in https://github.com/grafana/tempo/pull/7106\r\n* Upgrade Tempo to Go 1.26.0 by @stoewer in https://github.com/grafana/tempo/pull/6443\r\n* Allow duplicate dimensions for span metrics and service graphs. This is a valid use case if using different instrumentation libraries, with spans having \"deployment.environment\" and others \"deployment_environment\", for example by @carles-grafana in https://github.com/grafana/tempo/pull/6288\r\n* Update default max duration for TraceQL metrics queries up to one day by @javiermolinar in https://github.com/grafana/tempo/pull/6285\r\n* Set TraceQL query metrics checks by default in Vulture by @javiermolinar in https://github.com/grafana/tempo/pull/6275\r\n* Make Tempo single-binary example use the local backend by @javiermolinar in https://github.com/grafana/tempo/pull/7033\r\n* Bump ingestion limits by @javiermolinar in https://github.com/grafana/tempo/pull/7034\r\n* TraceQL metrics - change default step intervals to align with new vParquet5 timestamp columns by @mdisibio in https://github.com/grafana/tempo/pull/6413\r\n* Remove all traces of ingesters from the dashboards by @javiermolinar in https://github.com/grafana/tempo/pull/6352\r\n* jsonnet: Add emptyDir data volume to block-builder StatefulSet by @mapno in https://github.com/grafana/tempo/pull/6648\r\n* Add quick checks to tempo mixin runbook by @javiermolinar in https://github.com/grafana/tempo/pull/6696\r\n* Deprecate metrics-generator no-local-blocks by @javiermolinar in https://github.com/grafana/tempo/pull/6707\r\n* Own local block and partition ring helpers by @javiermolinar in https://github.com/grafana/tempo/pull/6808\r\n* Track invalid trace and span id discards by @javiermolinar in https://github.com/grafana/tempo/pull/6799\r\n* Deprecate `query_frontend.rf1_after` and query all blocks regardless of replication factor for non-metrics paths. Simplifies 2.x to 3.0 migration by @mapno in https://github.com/grafana/tempo/pull/6969\r\n* Flush blocks to backend storage from the Live store in single binary mode by @javiermolinar in https://github.com/grafana/tempo/pull/6941\r\n* Remove stale config from the examples by @javiermolinar in https://github.com/grafana/tempo/pull/6980\r\n* tempo-cli: Rewrite `migrate overrides-config` and add `migrate overrides-per-tenant` command to help migrate legacy flat overrides to the new scoped format by @electron0zero in https://github.com/grafana/tempo/pull/6793\r\n* Decouple livestore from metrics-generator by @javiermolinar in https://github.com/grafana/tempo/pull/6506 and https://github.com/grafana/tempo/pull/6535\r\n* Expose otlp http and grpc ports for Docker examples by @javiermolinar in https://github.com/grafana/tempo/pull/6296\r\n\r\n## Features\r\n\r\n* Add span profiling support via otelpyroscope. Enable with `span_profiling: true` (or `-span-profiling` CLI flag) to attach pprof labels to OTel spans by @simonswine in https://github.com/grafana/tempo/pull/7063\r\n* Add `tempo-cli migrate config` command for migrating Tempo 2.x configs to 3.0 by @mapno in https://github.com/grafana/tempo/pull/6982\r\n* jsonnet: Add KEDA-based horizontal pod autoscaling support for microservices deployment by @mapno in https://github.com/grafana/tempo/pull/6970\r\n* Add automemlimit support for automatic GOMEMLIMIT configuration. Enable with `memory.automemlimit_enabled: true` by @oleg-kozlyuk-grafana in https://github.com/grafana/tempo/pull/6313\r\n* Support comparison operators in TraceQL Metrics queries by @ruslan-mikhailov in https://github.com/grafana/tempo/pull/6474\r\n* metrics-generator: Add span filtering to service graphs through `filter_policies` by @javiermolinar in https://github.com/grafana/tempo/pull/6453\r\n* Add new include_any filter policy for spanmetrics filter by @javiermolinar in https://github.com/grafana/tempo/pull/6392\r\n* Add span_multiplier_key to overrides. This allows tenants to specify the attribute key used for span multiplier values to compensate for head-based sampling by @carles-grafana in https://github.com/grafana/tempo/pull/6260\r\n* metrics-generator: Add per-label limiter to control cardinality by @electron0zero in https://github.com/grafana/tempo/pull/6414\r\n  Adds `max_cardinality_per_label` per tenant override and new metrics to estimate per label cardinality demand estimate.\r\n* Add an extension mechanism for per-tenant overrides by @stoewer in https://github.com/grafana/tempo/pull/6758\r\n* Extend `TraceRedactor` interface to support hiding complete traces via `ErrTraceHidden` by @stoewer in https://github.com/grafana/tempo/pull/6811\r\n* Single-binary mode: push distributor local ingest directly to live-store and metrics-generator without Kafka by @javiermolinar in https://github.com/grafana/tempo/pull/6729\r\n\r\n## Enhancements\r\n\r\n* Support OR conditions for tag name and tag value autocomplete (search tags v2) by @ie-pham in https://github.com/grafana/tempo/pull/6827\r\n* Expose MinIO retry settings via S3 config by @rwhitty in https://github.com/grafana/tempo/pull/6561\r\n* Reduce default livestore WAL size and align query defaults: `max_block_duration` `1m` to `30s`, `max_block_bytes` `100MiB` to `50MiB`, `complete_block_timeout` `1h` to `20m`, metrics `query_backend_after` `30m` to `15m` by @zhxiaogg in https://github.com/grafana/tempo/pull/6974\r\n* Enable native histogram emission for all promauto-registered histograms, including `tempo_request_duration_seconds`. Both classic and native formats are emitted simultaneously; existing scrapers are unaffected by @zalegrala in https://github.com/grafana/tempo/pull/6910\r\n* tempo-cli: Add `--header` flag to `query api` commands for custom headers by @Nouuu in https://github.com/grafana/tempo/pull/6768\r\n* tempo-cli: add `redact` command to submit trace redaction jobs to the backend scheduler by @zalegrala in https://github.com/grafana/tempo/pull/6832\r\n* Block builder: deduplicate spans within traces during block creation and track removed duplicates via `tempo_block_builder_spans_deduped_total` metric by @zhxiaogg in https://github.com/grafana/tempo/pull/6539\r\n* metrics-generator: Support extracting span multiplier from W3C tracestate OTel probability sampling threshold via `enable_tracestate_span_multiplier` config option by @csmarchbanks in https://github.com/grafana/tempo/pull/6684\r\n* Add new alerts and runbooks entries by @javiermolinar in https://github.com/grafana/tempo/pull/6276\r\n* Double the maximum number of dedicated string columns in vParquet5 and update tempo-cli to determine the optimum number for the data by @mdisibio in https://github.com/grafana/tempo/pull/6282\r\n* TraceQL metrics - experimental faster read path for most metrics queries, accessible behind the query hint `spanonly_fetch=true` when `unsafe_query_hints` is enabled by @mdisibio in https://github.com/grafana/tempo/pull/6359\r\n* TraceQL metrics - add new per-tenant override to opt-in or opt-out of the new experimental faster read path for most metrics queries by @mdisibio in https://github.com/grafana/tempo/pull/6849\r\n* Vulture: extend data consistency checks to include more strings, integers, and blobs, at resource/span/event scopes, and perform deeper trace content check by @mdisibio in https://github.com/grafana/tempo/pull/6731\r\n* Improve attribute truncating observability by @javiermolinar in https://github.com/grafana/tempo/pull/6400\r\n* Log truncated oversized attributes by @carles-grafana in https://github.com/grafana/tempo/pull/6467\r\n* livestore: make `trace_too_large` log line an insight by @carles-grafana in https://github.com/grafana/tempo/pull/6371\r\n* Remove live-store partition owner from ring on shutdown to prevent stale owner entries by @oleg-kozlyuk-grafana in https://github.com/grafana/tempo/pull/6409\r\n* Improved live store readiness check and added `readiness_target_lag` and `readiness_max_wait` config parameters. Live store will now - if `readiness_target_lag` is set - not report `/ready` until Kafka lag is brought under the specified value by @oleg-kozlyuk-grafana and @ruslan-mikhailov in https://github.com/grafana/tempo/pull/6238 and https://github.com/grafana/tempo/pull/6405\r\n* Expose a new histogram metric to track the jobs per query distribution by @javiermolinar in https://github.com/grafana/tempo/pull/6343\r\n* Do deep validation for filter policies in user configurable overrides API by @electron0zero in https://github.com/grafana/tempo/pull/6407\r\n* Allow span_name_sanitization to be set via user-configurable overrides API by @Logiraptor in https://github.com/grafana/tempo/pull/6411\r\n* Add `fail_on_high_lag` parameter to allow live-store to fail if it is lagged by @ruslan-mikhailov and @carles-grafana in https://github.com/grafana/tempo/pull/6363, https://github.com/grafana/tempo/pull/6567 and https://github.com/grafana/tempo/pull/7066\r\n* Add support for per-tenant left-padding of trace IDs by @mapno in https://github.com/grafana/tempo/pull/6489\r\n* Add new metric for generator ring size: `tempo_distributor_metrics_generator_tenant_ring_size` by @zalegrala in https://github.com/grafana/tempo/pull/5686\r\n* Remove explicit `runtime.GC()` calls in vParquet5 compactor/block creation and CLI by @oleg-kozlyuk-grafana in https://github.com/grafana/tempo/pull/6603\r\n* Reduce allocations in `extendReuseSlice` growth path during WAL writes and block creation by @mapno in https://github.com/grafana/tempo/pull/6863\r\n* Implemented anti-affinity for pods in same livestore zone by @zhxiaogg in https://github.com/grafana/tempo/pull/6757\r\n* Livestore: skipped WAL complete op during shutdown by @zhxiaogg in https://github.com/grafana/tempo/pull/6839\r\n* Add metric to track livestore block cut reasons by @zhxiaogg in https://github.com/grafana/tempo/pull/6922\r\n* Enable async parquet read mode for WAL completion path by @zhxiaogg in https://github.com/grafana/tempo/pull/6967\r\n* metrics-generator: add `leave_consumer_group_on_shutdown` to send LeaveGroup on shutdown for immediate partition reassignment instead of waiting for session timeout by @zalegrala in https://github.com/grafana/tempo/pull/6575\r\n\r\n## Bugfixes\r\n\r\n* Fix tempo-vulture ignoring `-tempo-push-tls` flag in normal operating mode by @zachfi in https://github.com/grafana/tempo/pull/6976\r\n* livestore: check readiness before lag for SearchRecent and QueryRange queries by @zhxiaogg in https://github.com/grafana/tempo/pull/6911\r\n* Fix integer overflow in query parameters by using `strconv.ParseUint` instead of `strconv.Atoi`/`strconv.ParseInt` for unsigned integer fields by @ricardbejarano in https://github.com/grafana/tempo/pull/6612\r\n* Fix live-store SearchTagValuesV2 disk cache never being populated on complete blocks by @mapno in https://github.com/grafana/tempo/pull/6858\r\n* Fix dedicated columns fallback in `block_builder` and `live_store` to use `storage.trace.block.parquet_dedicated_columns` when not set via overrides by @stoewer in https://github.com/grafana/tempo/pull/6647\r\n* Force live-store to rehydrate from Kafka lookback period when local data is missing (e.g. PVC wipe, new node) instead of resuming from the committed consumer group offset by @oleg-kozlyuk-grafana in https://github.com/grafana/tempo/pull/6428\r\n* fix: reload span_name_sanitization overrides during runtime by @electron0zero in https://github.com/grafana/tempo/pull/6435\r\n* fix: live store honor the config options for block and WAL versions by @mdisibio in https://github.com/grafana/tempo/pull/6509\r\n* fix: block builder honor the global storage block config for block and WAL versions by @Harry-kp in https://github.com/grafana/tempo/pull/6532\r\n* fix: normalize allowlist headers when building the allowlist map by @javiermolinar in https://github.com/grafana/tempo/pull/6481\r\n* fix: bug related to dedicated column filtering by @stoewer in https://github.com/grafana/tempo/pull/6586\r\n* fix: compactor deduped spans metric uses wrong type (gauge instead of counter) by @bejaratommy in https://github.com/grafana/tempo/pull/6576\r\n* metrics-generator: Fix active-series counter underflow in local series limiter when overflow series are deleted by @carles-grafana in https://github.com/grafana/tempo/pull/6568\r\n* fix: skip per-label limiter and sanitizer for target_info and host_info metrics in metrics-generator by @electron0zero in https://github.com/grafana/tempo/pull/6660\r\n* fix(traceql): err on division by zero by @Proximyst in https://github.com/grafana/tempo/pull/6580\r\n* fix(traceql): stop intPow from hanging by @Proximyst in https://github.com/grafana/tempo/pull/6581\r\n* fix(traceql): Fix incorrect search results for some queries on new blob columns by @mdisibio in https://github.com/grafana/tempo/pull/6815\r\n* fix(vparquet5) Fix buffer-reuse bug where event attributes in dedicated columns could be persisted on additional spans and events by @mdisibio in https://github.com/grafana/tempo/pull/6914\r\n* fix: race condition where `remove_owner_on_shutdown` flag was set too late — after context cancellation already triggered the lifecycler's shutdown, causing the partition owner to remain in the ring by @oleg-kozlyuk-grafana in https://github.com/grafana/tempo/pull/6693\r\n* Return 400 instead of 500 when query_range or query_instant requests have unparseable start/end parameters by @ruslan-mikhailov in https://github.com/grafana/tempo/pull/6694\r\n* fix: correct block-builder fetch metrics to use counters instead of gauges by @WinterCabbage in https://github.com/grafana/tempo/pull/6578\r\n* Log tenant on receiver push errors by @javiermolinar in https://github.com/grafana/tempo/pull/6780\r\n* Fix race conditions in WAL block by @ruslan-mikhailov in https://github.com/grafana/tempo/pull/6773\r\n* metrics-generator: Fix `target_info` being skipped when resource attributes have empty values by @carles-grafana in https://github.com/grafana/tempo/pull/6774\r\n* metrics-generator: Drain old series on metric replacement to prevent limiter leak and permanent overflow by @carles-grafana in https://github.com/grafana/tempo/pull/6653\r\n* live-store: fixed unsuccessful deregistering from membership/partition rings during shutdown by @zhxiaogg in https://github.com/grafana/tempo/pull/6848\r\n* fix: respect context cancellation when reading WAL block iterator by @zhxiaogg in https://github.com/grafana/tempo/pull/6928\r\n* Complete lifecycler shutdown on errors by @javiermolinar in https://github.com/grafana/tempo/pull/6906\r\n* livestore: fix concurrent WAL writes from periodic and shutdown flushes by @zhxiaogg in https://github.com/grafana/tempo/pull/6972\r\n* live-store: fix race conditions for tag values endpoint by @ruslan-mikhailov in https://github.com/grafana/tempo/pull/7000\r\n* live-store: correct backoff duration calculation by @ruslan-mikhailov in https://github.com/grafana/tempo/pull/6999\r\n* vulture: fix for recent traces when query_end_cutoff is enabled by @ruslan-mikhailov in https://github.com/grafana/tempo/pull/7018\r\n* Fix live-store producing WAL blocks exceeding max_block_bytes when flushing large batches of idle traces by @ruslan-mikhailov in https://github.com/grafana/tempo/pull/6971\r\n* live-store: skip lookback replay when partition is Inactive during scaling down by @zhxiaogg in https://github.com/grafana/tempo/pull/7101\r\n\r\n## New Contributors\r\nThanks to the following first-time contributors:\r\n\r\n* @evan361425 made their first contribution in https://github.com/grafana/tempo/pull/5968\r\n* @mihaelmiklec made their first contribution in https://github.com/grafana/tempo/pull/6442\r\n* @Harry-kp made their first contribution in https://github.com/grafana/tempo/pull/6532\r\n* @bejaratommy made their first contribution in https://github.com/grafana/tempo/pull/6576\r\n* @jasuade made their first contribution in https://github.com/grafana/tempo/pull/6610\r\n* @antonio-mazzini made their first contribution in https://github.com/grafana/tempo/pull/6609\r\n* @orkhan-huseyn made their first contribution in https://github.com/grafana/tempo/pull/6403\r\n* @ricardbejarano made their first contribution in https://github.com/grafana/tempo/pull/6612\r\n* @rwhitty made their first contribution in https://github.com/grafana/tempo/pull/6561\r\n* @WinterCabbage made their first contribution in https://github.com/grafana/tempo/pull/6578\r\n* @csmarchbanks made their first contribution in https://github.com/grafana/tempo/pull/6684\r\n* @gounthar made their first contribution in https://github.com/grafana/tempo/pull/6756\r\n* @Nouuu made their first contribution in https://github.com/grafana/tempo/pull/6768\r\n* @EoinTrial made their first contribution in https://github.com/grafana/tempo/pull/6905\r\n* @sethmccombs made their first contribution in https://github.com/grafana/tempo/pull/7108\r\n\r\n**Full 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Updated go dependency version to v1.16.2. [#7040](https://github.com/grafana/tempo/pull/7040) 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security vulnerabilities [#6763](https://github.com/grafana/tempo/pull/6763)\r\n* [BUGFIX] avoided unbounded mem by capping exemplars hint [#6792](https://github.com/grafana/tempo/pull/6792) (@zhxiaogg) 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[SECURITY] S3 SSE-C `encryption_key` is now treated as a secret to prevent it from being exposed in plaintext. Resolves CVE-2026-28377. [#6711](https://github.com/grafana/tempo/pull/6711) 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dimension_mappings being unconditionally overwritten by overrides, causing them to be set to nil when set through static config but not in overrides [#6390](https://github.com/grafana/tempo/pull/6390) (@carles-grafana)\r\n* [BUGFIX] Fix metrics generator panic when write_relabel_configs is set, caused by uninitialized NameValidationScheme after Prometheus dependency upgrade [#6399](https://github.com/grafana/tempo/pull/6399) 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Breaking Changes\r\n\r\n* [CHANGE] **BREAKING CHANGE** Validate tenant ID in frontend and distributor [#5786](https://github.com/grafana/tempo/pull/5786) (@carles-grafana)\r\n* [CHANGE] Remove vParquet2 encoding [#6071](https://github.com/grafana/tempo/pull/6071) (@mdisibio)\r\n  **BREAKING CHANGE** In the last release vParquet2 was deprecated and blocked from writes. Now, it's\r\n  removed entirely. It will no longer be recognized as a valid encoding and cannot read any remaining vParquet2 blocks. Installations\r\n  running with historical defaults should not require any changes as the default has been migrated for several releases. Installations\r\n  with storage settings pinned to vParquet2 must run a previous release configured for vParquet3 or higher until all existing vParquet2 blocks\r\n  have expired and been deleted from the backend, or else it will encounter read errors after upgrading to this release.\r\n* [CHANGE] **BREAKING CHANGE** Added `scope` and `query` params while rewriting integration tests to the Tempo HTTP client `SearchTagsV2WithRange` function. [#6088](https://github.com/grafana/tempo/pull/6088) (@joe-elliott)\r\n* [CHANGE] **BREAKING CHANGE** TempoDB schemas vParquet3 and v2 are deprecated and will be removed in 3.0. [#6198](https://github.com/grafana/tempo/pull/6198) (@joe-elliott)\r\n\r\n# Changes\r\n\r\n* [CHANGE] Add stricter validation to user-configurable overrides API, such as refusing duplicate labels [#6008](https://github.com/grafana/tempo/pull/6008) [#6104](https://github.com/grafana/tempo/pull/6104) (@carles-grafana, @mdisibio)\r\n* [CHANGE] Expose metrics_generator.dimension_mappings to user-configurable overrides API [#5989](https://github.com/grafana/tempo/pull/5989) (@carles-grafana)\r\n* [CHANGE] Expose metrics_generator.intrinsic_dimensions to user-configurable overrides API [#5974](https://github.com/grafana/tempo/pull/5974) (@carles-grafana)\r\n* [CHANGE] Expose metrics_generator.trace_id_label_name to user-configurable overrides API [#5972](https://github.com/grafana/tempo/pull/5972) (@carles-grafana)\r\n* [CHANGE] Expose metrics_generator.ingestion_time_range_slack to user-configurable overrides API [#5958](https://github.com/grafana/tempo/pull/5958) (@carles-grafana)\r\n* [CHANGE] Expose metrics_generator.native_histogram_bucket_factor and native_histogram_min_reset_duration to user-configurable overrides API [#5973](https://github.com/grafana/tempo/pull/5973) (@carles-grafana)\r\n* [CHANGE] Remove remaining aws-sdk-go references and migrate tests to MinIO [#5856](https://github.com/grafana/tempo/pull/5856) (@anglerfishlyy)\r\n* [CHANGE] Remove busybox from Tempo image to make it more minimal and prevent future vulnerabilities [#5717](https://github.com/grafana/tempo/pull/5717) (@carles-grafana)\r\n* [CHANGE] Upgrade Tempo to Go 1.25.4 [#5939](https://github.com/grafana/tempo/pull/5939) [#6001](https://github.com/grafana/tempo/pull/6001) (@ruslan-mikhailov)\r\n* [CHANGE] Upgrade Tempo to Go 1.25.5 [#6096](https://github.com/grafana/tempo/pull/6096) [#6089](https://github.com/grafana/tempo/pull/6089) (@joe-elliott)\r\n\r\n# Features \r\n\r\n* [FEATURE] New block encoding vParquet5 with dedicated attributes for integers and events, improved performance on high-cardinality/high-length attributes, faster TraceQL queries, and childCount intrinsic. See the vParquet5 section below for full details.  [#6219](https://github.com/grafana/tempo/pull/6219) (@ie-pham @mdisibio @stoewer)\r\n* [FEATURE] TraceQL: Add minInt/maxInt. [#5982](https://github.com/grafana/tempo/pull/5982) (@Syedowais312)\r\n* [FEATURE] TraceQL: Add support for attribute = nil [#4905](https://github.com/grafana/tempo/pull/4905) (@ie-pham)\r\n* [FEATURE] Add support for `Accept: application/vnd.grafana.llm` to Tempo endpoints to improve MCP responses. Currently supported directly by trace by id and tag values [#5962](https://github.com/grafana/tempo/pull/5962) (@joe-elliott)\r\n  This response is subject to change and should not be relied on. It is intended for LLM consumption only. Even a fundamental change to its representation (yaml? markdown?) would not be considered breaking.\r\n* [FEATURE] Add entity-based limiting mode for metrics-generator as an alternative to series-based limiting. [#5788](https://github.com/grafana/tempo/pull/5788) (@Logiraptor)\r\n* [FEATURE] Add `tempo_metrics_generator_registry_active_series_demand_estimate` that estimates metrics-generator active series demand even when the active series limit is reached [#5710](https://github.com/grafana/tempo/pull/5710) (@carles-grafana)\r\n* [FEATURE] Metrics generator will now produce overflow series to capture new data once limits are hit. These series have the label `metric_overflow=\"true\"`. [#5954](https://github.com/grafana/tempo/pull/5954) (@Logiraptor)\r\n* [FEATURE] Add support for external storage to trace by id endpoint [#6185](https://github.com/grafana/tempo/pull/6185) (@Logiraptor)\r\n\r\n# Enhancements\r\n\r\n* [ENHANCEMENT] add database_name_attributes config to service graph processor [#5398](https://github.com/grafana/tempo/pull/5398) (@KyriosGN0)\r\n* [ENHANCEMENT] Added validation mode and tests for tempo-vulture [#5605](https://github.com/grafana/tempo/pull/5605) (@davidham)\r\n* [ENHANCEMENT] Add SSE-C encryption support to S3 backend [#5789](https://github.com/grafana/tempo/pull/5789) (@steffsas)\r\n* [ENHANCEMENT] docs: Add explicit notes about authentication [#5735](https://github.com/grafana/tempo/pull/5735) (@electron0zero)\r\n* [ENHANCEMENT] Add secure connection support to tempo-cli [#5692](https://github.com/grafana/tempo/pull/5692) (@TheoBrigitte)\r\n* [ENHANCEMENT] Add config to enable instance label for spanmetrics series [#5706](https://github.com/grafana/tempo/pull/5706) (@ie-pham)\r\n* [ENHANCEMENT] Unsafe search hints for frontend performance tests [#5723](https://github.com/grafana/tempo/pull/5723) (@ruslan-mikhailov)\r\n* [ENHANCEMENT] TraceQL query performance improvement [#5773](https://github.com/grafana/tempo/pull/5773) (@mdisibio)\r\n* [ENHANCEMENT] Performance improvement in quantile_over_time() [#5996](https://github.com/grafana/tempo/pull/5996) (@mdisibio)\r\n* [ENHANCEMENT] Improve shutdown time in the first 30 seconds [#5725](https://github.com/grafana/tempo/pull/5725) (@ldufr)\r\n* [ENHANCEMENT] Add metric for tracking added latency to write requests [#5781](https://github.com/grafana/tempo/pull/5781) (@mapno)\r\n* [ENHANCEMENT] Update jsonnet vendor dependencies [#6202](https://github.com/grafana/tempo/pull/6202) (@javiermolinar)\r\n* [ENHANCEMENT] Improve error message when overrides fail to parse [#5787](https://github.com/grafana/tempo/pull/5787) (@mapno)\r\n* [ENHANCEMENT] Add `default_spans_per_span_set` configuration option to control default spans returned per trace in search results [#5858](https://github.com/grafana/tempo/pull/5858) (@iamrajiv)\r\n* [ENHANCEMENT] Increase weight for heavy TraceQL queries [#5782](https://github.com/grafana/tempo/pull/5782) (@ruslan-mikhailov)\r\n* [ENHANCEMENT] Improve observability of collection failures in the metrics generator with error categorization [#5936](https://github.com/grafana/tempo/pull/5936) (@javiermolinar)\r\n* [ENHANCEMENT] Update tempo-mixin dashboards to use timeseries panels with explicit units [#6210](https://github.com/grafana/tempo/pull/6210) (@javiermolinar)\r\n* [ENHANCEMENT] Update list of intrinsics returned by search tags endpoint [#5857](https://github.com/grafana/tempo/pull/5857) (@andreasgerstmayr)\r\n* [ENHANCEMENT] Add \"Requests Executed\" panel for querier metrics in the operational dashboard. [#5848](https://github.com/grafana/tempo/pull/5848) (@anglerfishlyy)\r\n* [ENHANCEMENT] Drop and metric invalid utf8 for all metrics in metrics generator instead of sending invalid data. [#5980](https://github.com/grafana/tempo/pull/5980) (@joe-elliott)\r\n* [ENHANCEMENT] Add support for application/protobuf in frontend endpoints [#5865](https://github.com/grafana/tempo/pull/5865) (@oleg-kozliuk-grafana)\r\n* [ENHANCEMENT] Validate metrics-generator histogram buckets [#5991](https://github.com/grafana/tempo/pull/5991) (@carles-grafana)\r\n* [ENHANCEMENT] TraceQL: Add support for `with(exemplars=false)` hint to disable exemplars in metrics queries [#6204](https://github.com/grafana/tempo/pull/6204)(@joe-elliott)\r\n* [ENHANCEMENT] Removed MustNewConstMetric to prevent panic and added validation for usage tracker config. Added `tempo_distributor_usage_tracker_errors_total` to surface errors in usage tracker. [#5981](https://github.com/grafana/tempo/pull/5981) (@electron0zero)\r\n* [ENHANCEMENT] Simplify block-builder partition assignment with config parameter `partitions_per_instance` [#6022](https://github.com/grafana/tempo/pull/6022) (@mapno)\r\n* [ENHANCEMENT] Allow RetryInfo to be disabled in per tenant overrides [#5741](https://github.com/grafana/tempo/pull/5741) (@electron0zero)\r\n* [ENHANCEMENT] Set maxKeys to 1 for S3 confirm list operation [#6114](https://github.com/grafana/tempo/pull/6114) (@cancub)\r\n\r\n# Bugfixes\r\n\r\n* [BUGFIX] Fix leading zero handling in native histograms implementations [#6033](https://github.com/grafana/tempo/pull/6033) (@zalegrala)\r\n* [BUGFIX] Prevent slice panic when truncating series after topk() by adding bounds check in metrics query-range combiner [#6010](https://github.com/grafana/tempo/pull/6010) (@Syedowais312)\r\n* [BUGFIX] Fix compactor to properly consider SSE-KMS information during metadata copy [#5774](https://github.com/grafana/tempo/pull/5774) (@steffsas)\r\n* [BUGFIX] Fix `spss=0` parameter to properly mean unlimited spans instead of being rejected, and respect `max_spans_per_span_set=0` configuration [#5858](https://github.com/grafana/tempo/pull/5858) (@iamrajiv)\r\n* [BUGFIX] Fix incorrect results in TraceQL compare() caused by potential hash collision of string array attributes [#5835](https://github.com/grafana/tempo/pull/5835) (@mdisibio)\r\n* [BUGFIX] Fix != nil checks broken in TraceQL Metrics [#5998](https://github.com/grafana/tempo/issues/5998) (@mdisibio)\r\n* [BUGFIX] Fix = nil handling with intrinsic columns [#5999](https://github.com/grafana/tempo/issues/5999) (@mdisibio)\r\n* [BUGFIX] Fix: handle collisions with job and instance labels when targetInfo is enabled [#5780](https://github.com/grafana/tempo/pull/5780) (@javiermolinar)\r\n* [BUGFIX] Fix search by trace:id for short IDs with leading zeros [#5587](https://github.com/grafana/tempo/pull/5587) (@ruslan-mikhailov)\r\n* [BUGFIX] Fixed rare bug where the TraceQL metrics could return an empty response when max series was hit. [#6099](https://github.com/grafana/tempo/pull/6099) (@joe-elliott)\r\n* [BUGFIX] Fix S3 compactor multipart upload to ensure Cloudflare R2 compliance by using uniform chunk sizes [#5838](https://github.com/grafana/tempo/pull/5838) (@constantins2001)\r\n* [BUGFIX] Make top/bottomk deterministic by breaking ties with label vals. [#5846](https://github.com/grafana/tempo/pull/5846) (@joe-elliott)\r\n* [BUGFIX] Fix metrics streaming releases intermediate/incomplete results. [#5937](https://github.com/grafana/tempo/pull/5937) (@joe-elliott)\r\n* [BUGFIX] Fix GetTrace() in tempo-query. [#5864](https://github.com/grafana/tempo/pull/5864) (@andreasgerstmayr)\r\n* [BUGFIX] Fix unsupported nonexistence nil operator for tags lookup. Fixed issue where some tag values/names were not returned due to distinctAttrCollector optimization [#5967](https://github.com/grafana/tempo/pull/5967) (@ie-pham) (@joe-elliott)\r\n* [BUGFIX] Fix delete implementation for s3/gcs/azure backends to account for prefix. [#6011](https://github.com/grafana/tempo/pull/6011) (@kaustubhkurve)\r\n* [BUGFIX] Fix slow pod startup (~90s) in monolithic mode by returning false from isSharded() when kvstore is empty or inmemory. [#6035](https://github.com/grafana/tempo/issues/6035) (@AryanBagade)\r\n* [BUGFIX] Fix response-too-large.md ingestion config example in document [#6116](https://github.com/grafana/tempo/pull/6116) (@gamerslouis)\r\n* [BUGFIX] generator: back off when instance creation fails to avoid resource exhaustion [#6142](https://github.com/grafana/tempo/pull/6142) (@carles-grafana)\r\n* [BUGFIX] Correct handle whitespace or invisible separators in filters in attribute values in tag value search [#6124](https://github.com/grafana/tempo/pull/6124) (@mapno)\r\n* [BUGFIX] Fix special character handling in attribute value requests.[#6212](https://github.com/grafana/tempo/pull/6212),[#6223](https://github.com/grafana/tempo/pull/6223) (@joe-elliott)\r\n* [BUGFIX] Fix panic when trying to compact block with unsupported encodings such as vParquet previews. [#6209](https://github.com/grafana/tempo/pull/6209) (@carles-grafana)\r\n* [BUGFIX] querier: allow external trace by id queries in validation [#6217](https://github.com/grafana/tempo/pull/6217) (@Logiraptor)\r\n\r\n### vParquet5\r\n\r\n* [CHANGE] Simplify column paths in vParquet5-preview7 by removing LIST meta [#6134](https://github.com/grafana/tempo/pull/6134) (@mdisibio)\r\n* [FEATURE] New TraceQL intrinsic span:childCount which is the number of direct children of the span. Support in vParquet5 and later. [#6126](https://github.com/grafana/tempo/pull/6126) (@mdisibio)\r\n* [FEATURE] New block encoding vParquet5-preview4 with array support for dedicated columns. This is a preview, breaking changes are expected. [#5760](https://github.com/grafana/tempo/pull/5760) (@stoewer)\r\n* [FEATURE] New block encoding vParquet5-preview5 with virtual span row numbers. This is a preview, breaking changes are expected. [#5943](https://github.com/grafana/tempo/pull/5943) (@stoewer)\r\n* [FEATURE] New block encoding vParquet5-preview6 with dedicated columns for events and improved support for high-cardinality/high-length \"blob\" attributes [#5946](https://github.com/grafana/tempo/pull/5946) (@mdisibio)\r\n* [FEATURE] New block encoding vParquet5-preview3 replacing well-known attributes with dedicated column defaults. This format is in development and breaking changes are expected before final release. [#5696](https://github.com/grafana/tempo/pull/5696) (@stoewer)\r\n* [BUGFIX] Fix issue with orphaned group nodes in vParquet5-preview6 [#6095](https://github.com/grafana/tempo/pull/6095) (@stoewer)\r\n* [BUGFIX] Fix issues related to integer dedicated columns in vParquet5-preview2 [#5716](https://github.com/grafana/tempo/pull/5716) (@stoewer)\r\n* [BUGFIX] Fix disappearing dedicated event attrs in trace view and dedicated blob column validation in vParquet5-preview6 [#6100](https://github.com/grafana/tempo/pull/6100) (@stoewer)\r\n* [BUGFIX] Fix dedicated column array handling to better support attributes with mixed array and non-array values [#6199](https://github.com/grafana/tempo/pull/6199) (@mdisibio)\r\n* [ENHANCEMENT] Add integer attribute analysis to the tempo-cli `analyse block(s)` commands [#6103](https://github.com/grafana/tempo/pull/6103) (@mdisibio)\r\n* [ENHANCEMENT] Add `suggest columns` command to tempo-cli [#6131](https://github.com/grafana/tempo/pull/6131) (@ie-pham)\r\n* [ENHANCEMENT] Convert ServiceStats data from map to list and update encoding/compression to enable sorted output and small reduction in file size [#6216](https://github.com/grafana/tempo/pull/6216) (@mdisibio)\r\n\r\n### Tempo Rearchitecture [EXPERIMENTAL]\r\n\r\n* [CHANGE] Allow to configure WAL for livestore [#6093](https://github.com/grafana/tempo/pull/6093) (@javiermolinar)\r\n* [CHANGE] Added a single binary 3.0 mode `--target=all-3.0` to begin testing single binary 3.0 and updating integration tests. [#6021](https://github.com/grafana/tempo/pull/6021) (@joe-elliott)\r\n  This will be removed in 3.0 and become the standard single binary mode.\r\n* [CHANGE] Kafka KIP-714 telemetry is enabled by default. Added `disable_kafka_telemetry` config flag to opt-out [#6046](https://github.com/grafana/tempo/pull/6046) (@oleg-kozlyuk-grafana)\r\n* [CHANGE] Add query_end_cutoff setting to clamp near-“now” queries (default 30s) for consistent Tempo results [#5682](https://github.com/grafana/tempo/pull/5682) (@javiermolinar)\r\n* [ENHANCEMENT] Improve dashboards for livestore [#5755](https://github.com/grafana/tempo/pull/5755) (@javiermolinar)\r\n* [ENHANCEMENT] On startup, first record for live store to consume is not older than two complete block timeouts [#5693](https://github.com/grafana/tempo/pull/5693) (@ruslan-mikhailov)\r\n* [ENHANCEMENT] Add endpoints for partition downscaling for live-store [#5600](https://github.com/grafana/tempo/pull/5600) [#5738](https://github.com/grafana/tempo/pull/5738) [#5805](https://github.com/grafana/tempo/pull/5805) [#5829](https://github.com/grafana/tempo/pull/5829) (@ruslan-mikhailov, @mapno)\r\n* [ENHANCEMENT] Add new livestore alert to the tempo-mixin [#5752](https://github.com/grafana/tempo/pull/5752) (@javiermolinar)\r\n* [ENHANCEMENT] Add partition ownership metric to live-store [#5815](https://github.com/grafana/tempo/pull/5815) (@javiermolinar, @mapno)\r\n* [BUGFIX] Fix block-builder to more precisely validate block encoding on startup [#6037](https://github.com/grafana/tempo/pull/6037) (@mdisibio)\r\n* [BUGFIX] Correctly track and reject too large traces in live stores. [#5757](https://github.com/grafana/tempo/pull/5757) (@joe-elliott)\r\n* [BUGFIX] Jsonnet: Correctly add tempo-gossip-member: true labels to block-builders and live-stores [#6125](https://github.com/grafana/tempo/pull/6125) (@joe-elliott)\r\n* [BUGFIX] Fix wrong sleep duration in block-builder if one of partitions is inactive [#5855](https://github.com/grafana/tempo/pull/5855) (@ruslan-mikhailov)\r\n","reactions":{"url":"https://api.github.com/repos/grafana/tempo/releases/280012618/reactions","total_count":6,"+1":0,"-1":0,"laugh":0,"hooray":0,"confused":0,"heart":2,"rocket":4,"eyes":0},"mentions_count":26},{"url":"https://api.github.com/repos/grafana/tempo/releases/278345519","assets_url":"https://api.github.com/repos/grafana/tempo/releases/278345519/assets","upload_url":"https://uploads.github.com/repos/grafana/tempo/releases/278345519/assets{?name,label}","html_url":"https://github.com/grafana/tempo/releases/tag/v2.8.3","id":278345519,"author":{"login":"github-actions[bot]","id":41898282,"node_id":"MDM6Qm90NDE4OTgyODI=","avatar_url":"https://avatars.githubusercontent.com/in/15368?v=4","gravatar_id":"","url":"https://api.github.com/users/github-actions%5Bbot%5D","html_url":"https://github.com/apps/github-actions","followers_url":"https://api.github.com/users/github-actions%5Bbot%5D/followers","following_url":"https://api.github.com/users/github-actions%5Bbot%5D/following{/other_user}","gists_url":"https://api.github.com/users/github-actions%5Bbot%5D/gists{/gist_id}","starred_url":"https://api.github.com/users/github-actions%5Bbot%5D/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/github-actions%5Bbot%5D/subscriptions","organizations_url":"https://api.github.com/users/github-actions%5Bbot%5D/orgs","repos_url":"https://api.github.com/users/github-actions%5Bbot%5D/repos","events_url":"https://api.github.com/users/github-actions%5Bbot%5D/events{/privacy}","received_events_url":"https://api.github.com/users/github-actions%5Bbot%5D/received_events","type":"Bot","user_view_type":"public","site_admin":false},"node_id":"RE_kwDODhHskM4Qlzcv","tag_name":"v2.8.3","target_commitish":"main","name":"v2.8.3","draft":false,"immutable":false,"prerelease":false,"created_at":"2026-01-20T16:54:05Z","updated_at":"2026-01-20T19:47:32Z","published_at":"2026-01-20T19:47:32Z","assets":[{"url":"https://api.github.com/repos/grafana/tempo/releases/assets/343366360","id":343366360,"node_id":"RA_kwDODhHskM4Ud1rY","name":"SHA256SUMS","label":"","uploader":{"login":"github-actions[bot]","id":41898282,"node_id":"MDM6Qm90NDE4OTgyODI=","avatar_url":"https://avatars.githubusercontent.com/in/15368?v=4","gravatar_id":"","url":"https://api.github.com/users/github-actions%5Bbot%5D","html_url":"https://github.com/apps/github-actions","followers_url":"https://api.github.com/users/github-actions%5Bbot%5D/followers","following_url":"https://api.github.com/users/github-actions%5Bbot%5D/following{/other_user}","gists_url":"https://api.github.com/users/github-actions%5Bbot%5D/gists{/gist_id}","starred_url":"https://api.github.com/users/github-actions%5Bbot%5D/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/github-actions%5Bbot%5D/subscriptions","organizations_url":"https://api.github.com/users/github-actions%5Bbot%5D/orgs","repos_url":"https://api.github.com/users/github-actions%5Bbot%5D/repos","events_url":"https://api.github.com/users/github-actions%5Bbot%5D/events{/privacy}","received_events_url":"https://api.github.com/users/github-actions%5Bbot%5D/received_events","type":"Bot","user_view_type":"public","site_admin":false},"content_type":"application/octet-stream","state":"uploaded","size":954,"digest":"sha256:247a2e9afd3571c5fb322147b8123d537818641886e01e9561456443ff77f8eb","download_count":6,"created_at":"2026-01-20T17:05:39Z","updated_at":"2026-01-20T17:05:39Z","browser_download_url":"https://github.com/grafana/tempo/releases/download/v2.8.3/SHA256SUMS"},{"url":"https://api.github.com/repos/grafana/tempo/releases/assets/343366359","id":343366359,"node_id":"RA_kwDODhHskM4Ud1rX","name":"tempo_2.8.3_linux_amd64.deb","label":"","uploader":{"login":"github-actions[bot]","id":41898282,"node_id":"MDM6Qm90NDE4OTgyODI=","avatar_url":"https://avatars.githubusercontent.com/in/15368?v=4","gravatar_id":"","url":"https://api.github.com/users/github-actions%5Bbot%5D","html_url":"https://github.com/apps/github-actions","followers_url":"https://api.github.com/users/github-actions%5Bbot%5D/followers","following_url":"https://api.github.com/users/github-actions%5Bbot%5D/following{/other_user}","gists_url":"https://api.github.com/users/github-actions%5Bbot%5D/gists{/gist_id}","starred_url":"https://api.github.com/users/github-actions%5Bbot%5D/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/github-actions%5Bbot%5D/subscriptions","organizations_url":"https://api.github.com/users/github-actions%5Bbot%5D/orgs","repos_url":"https://api.github.com/users/github-actions%5Bbot%5D/repos","events_url":"https://api.github.com/users/github-actions%5Bbot%5D/events{/privacy}","received_events_url":"https://api.github.com/users/github-actions%5Bbot%5D/received_events","type":"Bot","user_view_type":"public","site_admin":false},"content_type":"application/vnd.debian.binary-package","state":"uploaded","size":60649044,"digest":"sha256:bafa9b3a98707745c80662d6f42ece89ea1ac645465cbc6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Breaking Changes\r\n\r\n* [CHANGE] **BREAKING CHANGE** Validate tenant ID in frontend and distributor [#5786](https://github.com/grafana/tempo/pull/5786) (@carles-grafana)\r\n* [CHANGE] Remove vParquet2 encoding [#6071](https://github.com/grafana/tempo/pull/6071) (@mdisibio)\r\n  **BREAKING CHANGE** In the last release vParquet2 was deprecated and blocked from writes. Now, it's\r\n  removed entirely. It will no longer be recognized as a valid encoding and cannot read any remaining vParquet2 blocks. Installations\r\n  running with historical defaults should not require any changes as the default has been migrated for several releases. Installations\r\n  with storage settings pinned to vParquet2 must run a previous release configured for vParquet3 or higher until all existing vParquet2 blocks\r\n  have expired and been deleted from the backend, or else it will encounter read errors after upgrading to this release.\r\n* [CHANGE] **BREAKING CHANGE** Added `scope` and `query` params while rewriting integration tests to the Tempo HTTP client `SearchTagsV2WithRange` function. [#6088](https://github.com/grafana/tempo/pull/6088) (@joe-elliott)\r\n* [CHANGE] **BREAKING CHANGE** TempoDB schemas vParquet3 and v2 are deprecated and will be removed in 3.0. [#6198](https://github.com/grafana/tempo/pull/6198) (@joe-elliott)\r\n\r\n# Changes\r\n\r\n* [CHANGE] Add stricter validation to user-configurable overrides API, such as refusing duplicate labels [#6008](https://github.com/grafana/tempo/pull/6008) [#6104](https://github.com/grafana/tempo/pull/6104) (@carles-grafana, @mdisibio)\r\n* [CHANGE] Expose metrics_generator.dimension_mappings to user-configurable overrides API [#5989](https://github.com/grafana/tempo/pull/5989) (@carles-grafana)\r\n* [CHANGE] Expose metrics_generator.intrinsic_dimensions to user-configurable overrides API [#5974](https://github.com/grafana/tempo/pull/5974) (@carles-grafana)\r\n* [CHANGE] Expose metrics_generator.trace_id_label_name to user-configurable overrides API [#5972](https://github.com/grafana/tempo/pull/5972) (@carles-grafana)\r\n* [CHANGE] Expose metrics_generator.ingestion_time_range_slack to user-configurable overrides API [#5958](https://github.com/grafana/tempo/pull/5958) (@carles-grafana)\r\n* [CHANGE] Expose metrics_generator.native_histogram_bucket_factor and native_histogram_min_reset_duration to user-configurable overrides API [#5973](https://github.com/grafana/tempo/pull/5973) (@carles-grafana)\r\n* [CHANGE] Remove remaining aws-sdk-go references and migrate tests to MinIO [#5856](https://github.com/grafana/tempo/pull/5856) (@anglerfishlyy)\r\n* [CHANGE] Remove busybox from Tempo image to make it more minimal and prevent future vulnerabilities [#5717](https://github.com/grafana/tempo/pull/5717) (@carles-grafana)\r\n* [CHANGE] Upgrade Tempo to Go 1.25.4 [#5939](https://github.com/grafana/tempo/pull/5939) [#6001](https://github.com/grafana/tempo/pull/6001) (@ruslan-mikhailov)\r\n* [CHANGE] Upgrade Tempo to Go 1.25.5 [#6096](https://github.com/grafana/tempo/pull/6096) [#6089](https://github.com/grafana/tempo/pull/6089) (@joe-elliott)\r\n\r\n# Features \r\n\r\n* [FEATURE] New block encoding vParquet5 with dedicated attributes for integers and events, improved performance on high-cardinality/high-length attributes, faster TraceQL queries, and childCount intrinsic. See the vParquet5 section below for full details.  [#6219](https://github.com/grafana/tempo/pull/6219) (@ie-pham @mdisibio @stoewer)\r\n* [FEATURE] TraceQL: Add minInt/maxInt. [#5982](https://github.com/grafana/tempo/pull/5982) (@Syedowais312)\r\n* [FEATURE] TraceQL: Add support for attribute = nil [#4905](https://github.com/grafana/tempo/pull/4905) (@ie-pham)\r\n* [FEATURE] Add support for `Accept: application/vnd.grafana.llm` to Tempo endpoints to improve MCP responses. Currently supported directly by trace by id and tag values [#5962](https://github.com/grafana/tempo/pull/5962) (@joe-elliott)\r\n  This response is subject to change and should not be relied on. It is intended for LLM consumption only. Even a fundamental change to its representation (yaml? markdown?) would not be considered breaking.\r\n* [FEATURE] Add entity-based limiting mode for metrics-generator as an alternative to series-based limiting. [#5788](https://github.com/grafana/tempo/pull/5788) (@Logiraptor)\r\n* [FEATURE] Add `tempo_metrics_generator_registry_active_series_demand_estimate` that estimates metrics-generator active series demand even when the active series limit is reached [#5710](https://github.com/grafana/tempo/pull/5710) (@carles-grafana)\r\n* [FEATURE] Metrics generator will now produce overflow series to capture new data once limits are hit. These series have the label `metric_overflow=\"true\"`. [#5954](https://github.com/grafana/tempo/pull/5954) (@Logiraptor)\r\n* [FEATURE] Add support for external storage to trace by id endpoint [#6185](https://github.com/grafana/tempo/pull/6185) (@Logiraptor)\r\n\r\n# Enhancements\r\n\r\n* [ENHANCEMENT] add database_name_attributes config to service graph processor [#5398](https://github.com/grafana/tempo/pull/5398) (@KyriosGN0)\r\n* [ENHANCEMENT] Added validation mode and tests for tempo-vulture [#5605](https://github.com/grafana/tempo/pull/5605) (@davidham)\r\n* [ENHANCEMENT] Add SSE-C encryption support to S3 backend [#5789](https://github.com/grafana/tempo/pull/5789) (@steffsas)\r\n* [ENHANCEMENT] docs: Add explicit notes about authentication [#5735](https://github.com/grafana/tempo/pull/5735) (@electron0zero)\r\n* [ENHANCEMENT] Add secure connection support to tempo-cli [#5692](https://github.com/grafana/tempo/pull/5692) (@TheoBrigitte)\r\n* [ENHANCEMENT] Add config to enable instance label for spanmetrics series [#5706](https://github.com/grafana/tempo/pull/5706) (@ie-pham)\r\n* [ENHANCEMENT] Unsafe search hints for frontend performance tests [#5723](https://github.com/grafana/tempo/pull/5723) (@ruslan-mikhailov)\r\n* [ENHANCEMENT] TraceQL query performance improvement [#5773](https://github.com/grafana/tempo/pull/5773) (@mdisibio)\r\n* [ENHANCEMENT] Performance improvement in quantile_over_time() [#5996](https://github.com/grafana/tempo/pull/5996) (@mdisibio)\r\n* [ENHANCEMENT] Improve shutdown time in the first 30 seconds [#5725](https://github.com/grafana/tempo/pull/5725) (@ldufr)\r\n* [ENHANCEMENT] Add metric for tracking added latency to write requests [#5781](https://github.com/grafana/tempo/pull/5781) (@mapno)\r\n* [ENHANCEMENT] Update jsonnet vendor dependencies [#6202](https://github.com/grafana/tempo/pull/6202) (@javiermolinar)\r\n* [ENHANCEMENT] Improve error message when overrides fail to parse [#5787](https://github.com/grafana/tempo/pull/5787) (@mapno)\r\n* [ENHANCEMENT] Add `default_spans_per_span_set` configuration option to control default spans returned per trace in search results [#5858](https://github.com/grafana/tempo/pull/5858) (@iamrajiv)\r\n* [ENHANCEMENT] Increase weight for heavy TraceQL queries [#5782](https://github.com/grafana/tempo/pull/5782) (@ruslan-mikhailov)\r\n* [ENHANCEMENT] Improve observability of collection failures in the metrics generator with error categorization [#5936](https://github.com/grafana/tempo/pull/5936) (@javiermolinar)\r\n* [ENHANCEMENT] Update tempo-mixin dashboards to use timeseries panels with explicit units [#6210](https://github.com/grafana/tempo/pull/6210) (@javiermolinar)\r\n* [ENHANCEMENT] Update list of intrinsics returned by search tags endpoint [#5857](https://github.com/grafana/tempo/pull/5857) (@andreasgerstmayr)\r\n* [ENHANCEMENT] Add \"Requests Executed\" panel for querier metrics in the operational dashboard. [#5848](https://github.com/grafana/tempo/pull/5848) (@anglerfishlyy)\r\n* [ENHANCEMENT] Drop and metric invalid utf8 for all metrics in metrics generator instead of sending invalid data. [#5980](https://github.com/grafana/tempo/pull/5980) (@joe-elliott)\r\n* [ENHANCEMENT] Add support for application/protobuf in frontend endpoints [#5865](https://github.com/grafana/tempo/pull/5865) (@oleg-kozliuk-grafana)\r\n* [ENHANCEMENT] Validate metrics-generator histogram buckets [#5991](https://github.com/grafana/tempo/pull/5991) (@carles-grafana)\r\n* [ENHANCEMENT] TraceQL: Add support for `with(exemplars=false)` hint to disable exemplars in metrics queries [#6204](https://github.com/grafana/tempo/pull/6204)(@joe-elliott)\r\n* [ENHANCEMENT] Removed MustNewConstMetric to prevent panic and added validation for usage tracker config. Added `tempo_distributor_usage_tracker_errors_total` to surface errors in usage tracker. [#5981](https://github.com/grafana/tempo/pull/5981) (@electron0zero)\r\n* [ENHANCEMENT] Simplify block-builder partition assignment with config parameter `partitions_per_instance` [#6022](https://github.com/grafana/tempo/pull/6022) (@mapno)\r\n* [ENHANCEMENT] Allow RetryInfo to be disabled in per tenant overrides [#5741](https://github.com/grafana/tempo/pull/5741) (@electron0zero)\r\n* [ENHANCEMENT] Set maxKeys to 1 for S3 confirm list operation [#6114](https://github.com/grafana/tempo/pull/6114) (@cancub)\r\n\r\n# Bugfixes\r\n\r\n* [BUGFIX] Fix leading zero handling in native histograms implementations [#6033](https://github.com/grafana/tempo/pull/6033) (@zalegrala)\r\n* [BUGFIX] Prevent slice panic when truncating series after topk() by adding bounds check in metrics query-range combiner [#6010](https://github.com/grafana/tempo/pull/6010) (@Syedowais312)\r\n* [BUGFIX] Fix compactor to properly consider SSE-KMS information during metadata copy [#5774](https://github.com/grafana/tempo/pull/5774) (@steffsas)\r\n* [BUGFIX] Fix `spss=0` parameter to properly mean unlimited spans instead of being rejected, and respect `max_spans_per_span_set=0` configuration [#5858](https://github.com/grafana/tempo/pull/5858) (@iamrajiv)\r\n* [BUGFIX] Fix incorrect results in TraceQL compare() caused by potential hash collision of string array attributes [#5835](https://github.com/grafana/tempo/pull/5835) (@mdisibio)\r\n* [BUGFIX] Fix != nil checks broken in TraceQL Metrics [#5998](https://github.com/grafana/tempo/issues/5998) (@mdisibio)\r\n* [BUGFIX] Fix = nil handling with intrinsic columns [#5999](https://github.com/grafana/tempo/issues/5999) (@mdisibio)\r\n* [BUGFIX] Fix: handle collisions with job and instance labels when targetInfo is enabled [#5780](https://github.com/grafana/tempo/pull/5780) (@javiermolinar)\r\n* [BUGFIX] Fix search by trace:id for short IDs with leading zeros [#5587](https://github.com/grafana/tempo/pull/5587) (@ruslan-mikhailov)\r\n* [BUGFIX] Fixed rare bug where the TraceQL metrics could return an empty response when max series was hit. [#6099](https://github.com/grafana/tempo/pull/6099) (@joe-elliott)\r\n* [BUGFIX] Fix S3 compactor multipart upload to ensure Cloudflare R2 compliance by using uniform chunk sizes [#5838](https://github.com/grafana/tempo/pull/5838) (@constantins2001)\r\n* [BUGFIX] Make top/bottomk deterministic by breaking ties with label vals. [#5846](https://github.com/grafana/tempo/pull/5846) (@joe-elliott)\r\n* [BUGFIX] Fix metrics streaming releases intermediate/incomplete results. [#5937](https://github.com/grafana/tempo/pull/5937) (@joe-elliott)\r\n* [BUGFIX] Fix GetTrace() in tempo-query. [#5864](https://github.com/grafana/tempo/pull/5864) (@andreasgerstmayr)\r\n* [BUGFIX] Fix unsupported nonexistence nil operator for tags lookup. Fixed issue where some tag values/names were not returned due to distinctAttrCollector optimization [#5967](https://github.com/grafana/tempo/pull/5967) (@ie-pham) (@joe-elliott)\r\n* [BUGFIX] Fix delete implementation for s3/gcs/azure backends to account for prefix. [#6011](https://github.com/grafana/tempo/pull/6011) (@kaustubhkurve)\r\n* [BUGFIX] Fix slow pod startup (~90s) in monolithic mode by returning false from isSharded() when kvstore is empty or inmemory. [#6035](https://github.com/grafana/tempo/issues/6035) (@AryanBagade)\r\n* [BUGFIX] Fix response-too-large.md ingestion config example in document [#6116](https://github.com/grafana/tempo/pull/6116) (@gamerslouis)\r\n* [BUGFIX] generator: back off when instance creation fails to avoid resource exhaustion [#6142](https://github.com/grafana/tempo/pull/6142) (@carles-grafana)\r\n* [BUGFIX] Correct handle whitespace or invisible separators in filters in attribute values in tag value search [#6124](https://github.com/grafana/tempo/pull/6124) (@mapno)\r\n* [BUGFIX] Fix special character handling in attribute value requests.[#6212](https://github.com/grafana/tempo/pull/6212),[#6223](https://github.com/grafana/tempo/pull/6223) (@joe-elliott)\r\n* [BUGFIX] Fix panic when trying to compact block with unsupported encodings such as vParquet previews. [#6209](https://github.com/grafana/tempo/pull/6209) (@carles-grafana)\r\n* [BUGFIX] querier: allow external trace by id queries in validation [#6217](https://github.com/grafana/tempo/pull/6217) (@Logiraptor)\r\n\r\n### vParquet5\r\n\r\n* [CHANGE] Simplify column paths in vParquet5-preview7 by removing LIST meta [#6134](https://github.com/grafana/tempo/pull/6134) (@mdisibio)\r\n* [FEATURE] New TraceQL intrinsic span:childCount which is the number of direct children of the span. Support in vParquet5 and later. [#6126](https://github.com/grafana/tempo/pull/6126) (@mdisibio)\r\n* [FEATURE] New block encoding vParquet5-preview4 with array support for dedicated columns. This is a preview, breaking changes are expected. [#5760](https://github.com/grafana/tempo/pull/5760) (@stoewer)\r\n* [FEATURE] New block encoding vParquet5-preview5 with virtual span row numbers. This is a preview, breaking changes are expected. [#5943](https://github.com/grafana/tempo/pull/5943) (@stoewer)\r\n* [FEATURE] New block encoding vParquet5-preview6 with dedicated columns for events and improved support for high-cardinality/high-length \"blob\" attributes [#5946](https://github.com/grafana/tempo/pull/5946) (@mdisibio)\r\n* [FEATURE] New block encoding vParquet5-preview3 replacing well-known attributes with dedicated column defaults. This format is in development and breaking changes are expected before final release. [#5696](https://github.com/grafana/tempo/pull/5696) (@stoewer)\r\n* [BUGFIX] Fix issue with orphaned group nodes in vParquet5-preview6 [#6095](https://github.com/grafana/tempo/pull/6095) (@stoewer)\r\n* [BUGFIX] Fix issues related to integer dedicated columns in vParquet5-preview2 [#5716](https://github.com/grafana/tempo/pull/5716) (@stoewer)\r\n* [BUGFIX] Fix disappearing dedicated event attrs in trace view and dedicated blob column validation in vParquet5-preview6 [#6100](https://github.com/grafana/tempo/pull/6100) (@stoewer)\r\n* [BUGFIX] Fix dedicated column array handling to better support attributes with mixed array and non-array values [#6199](https://github.com/grafana/tempo/pull/6199) (@mdisibio)\r\n* [ENHANCEMENT] Add integer attribute analysis to the tempo-cli `analyse block(s)` commands [#6103](https://github.com/grafana/tempo/pull/6103) (@mdisibio)\r\n* [ENHANCEMENT] Add `suggest columns` command to tempo-cli [#6131](https://github.com/grafana/tempo/pull/6131) (@ie-pham)\r\n* [ENHANCEMENT] Convert ServiceStats data from map to list and update encoding/compression to enable sorted output and small reduction in file size [#6216](https://github.com/grafana/tempo/pull/6216) (@mdisibio)\r\n\r\n### Tempo Rearchitecture [EXPERIMENTAL]\r\n\r\n* [CHANGE] Allow to configure WAL for livestore [#6093](https://github.com/grafana/tempo/pull/6093) (@javiermolinar)\r\n* [CHANGE] Added a single binary 3.0 mode `--target=all-3.0` to begin testing single binary 3.0 and updating integration tests. [#6021](https://github.com/grafana/tempo/pull/6021) (@joe-elliott)\r\n  This will be removed in 3.0 and become the standard single binary mode.\r\n* [CHANGE] Kafka KIP-714 telemetry is enabled by default. Added `disable_kafka_telemetry` config flag to opt-out [#6046](https://github.com/grafana/tempo/pull/6046) (@oleg-kozlyuk-grafana)\r\n* [CHANGE] Add query_end_cutoff setting to clamp near-“now” queries (default 30s) for consistent Tempo results [#5682](https://github.com/grafana/tempo/pull/5682) (@javiermolinar)\r\n* [ENHANCEMENT] Improve dashboards for livestore [#5755](https://github.com/grafana/tempo/pull/5755) (@javiermolinar)\r\n* [ENHANCEMENT] On startup, first record for live store to consume is not older than two complete block timeouts [#5693](https://github.com/grafana/tempo/pull/5693) (@ruslan-mikhailov)\r\n* [ENHANCEMENT] Add endpoints for partition downscaling for live-store [#5600](https://github.com/grafana/tempo/pull/5600) [#5738](https://github.com/grafana/tempo/pull/5738) [#5805](https://github.com/grafana/tempo/pull/5805) [#5829](https://github.com/grafana/tempo/pull/5829) (@ruslan-mikhailov, @mapno)\r\n* [ENHANCEMENT] Add new livestore alert to the tempo-mixin [#5752](https://github.com/grafana/tempo/pull/5752) (@javiermolinar)\r\n* [ENHANCEMENT] Add partition ownership metric to live-store [#5815](https://github.com/grafana/tempo/pull/5815) (@javiermolinar, @mapno)\r\n* [BUGFIX] Fix block-builder to more precisely validate block encoding on startup [#6037](https://github.com/grafana/tempo/pull/6037) (@mdisibio)\r\n* [BUGFIX] Correctly track and reject too large traces in live stores. [#5757](https://github.com/grafana/tempo/pull/5757) (@joe-elliott)\r\n* [BUGFIX] Jsonnet: Correctly add tempo-gossip-member: true labels to block-builders and live-stores [#6125](https://github.com/grafana/tempo/pull/6125) (@joe-elliott)\r\n* [BUGFIX] Fix wrong sleep duration in block-builder if one of partitions is inactive [#5855](https://github.com/grafana/tempo/pull/5855) (@ruslan-mikhailov)\r\n","reactions":{"url":"https://api.github.com/repos/grafana/tempo/releases/277197947/reactions","total_count":5,"+1":0,"-1":0,"laugh":0,"hooray":0,"confused":0,"heart":3,"rocket":2,"eyes":0},"mentions_count":26},{"url":"https://api.github.com/repos/grafana/tempo/releases/254072977","assets_url":"https://api.github.com/repos/grafana/tempo/releases/254072977/assets","upload_url":"https://uploads.github.com/repos/grafana/tempo/releases/254072977/assets{?name,label}","html_url":"https://github.com/grafana/tempo/releases/tag/v2.9.0","id":254072977,"author":{"login":"github-actions[bot]","id":41898282,"node_id":"MDM6Qm90NDE4OTgyODI=","avatar_url":"https://avatars.githubusercontent.com/in/15368?v=4","gravatar_id":"","url":"https://api.github.com/users/github-actions%5Bbot%5D","html_url":"https://github.com/apps/github-actions","followers_url":"https://api.github.com/users/github-actions%5Bbot%5D/followers","following_url":"https://api.github.com/users/github-actions%5Bbot%5D/following{/other_user}","gists_url":"https://api.github.com/users/github-actions%5Bbot%5D/gists{/gist_id}","starred_url":"https://api.github.com/users/github-actions%5Bbot%5D/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/github-actions%5Bbot%5D/subscriptions","organizations_url":"https://api.github.com/users/github-actions%5Bbot%5D/orgs","repos_url":"https://api.github.com/users/github-actions%5Bbot%5D/repos","events_url":"https://api.github.com/users/github-actions%5Bbot%5D/events{/privacy}","received_events_url":"https://api.github.com/users/github-actions%5Bbot%5D/received_events","type":"Bot","user_view_type":"public","site_admin":false},"node_id":"RE_kwDODhHskM4PJNiR","tag_name":"v2.9.0","target_commitish":"main","name":"v2.9.0","draft":false,"immutable":false,"prerelease":false,"created_at":"2025-10-13T13:10:30Z","updated_at":"2025-10-13T13:38:19Z","published_at":"2025-10-13T13:31:38Z","assets":[{"url":"https://api.github.com/repos/grafana/tempo/releases/assets/303729766","id":303729766,"node_id":"RA_kwDODhHskM4SGoxm","name":"SHA256SUMS","label":"","uploader":{"login":"github-actions[bot]","id":41898282,"node_id":"MDM6Qm90NDE4OTgyODI=","avatar_url":"https://avatars.githubusercontent.com/in/15368?v=4","gravatar_id":"","url":"https://api.github.com/users/github-actions%5Bbot%5D","html_url":"https://github.com/apps/github-actions","followers_url":"https://api.github.com/users/github-actions%5Bbot%5D/followers","following_url":"https://api.github.com/users/github-actions%5Bbot%5D/following{/other_user}","gists_url":"https://api.github.com/users/github-actions%5Bbot%5D/gists{/gist_id}","starred_url":"https://api.github.com/users/github-actions%5Bbot%5D/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/github-actions%5Bbot%5D/subscriptions","organizations_url":"https://api.github.com/users/github-actions%5Bbot%5D/orgs","repos_url":"https://api.github.com/users/github-actions%5Bbot%5D/repos","events_url":"https://api.github.com/users/github-actions%5Bbot%5D/events{/privacy}","received_events_url":"https://api.github.com/users/github-actions%5Bbot%5D/received_events","type":"Bot","user_view_type":"public","site_admin":false},"content_type":"application/octet-stream","state":"uploaded","size":954,"digest":"sha256:aab5e4cce2b721b6fa2f0183bdc92215e7130e7e1a65b819fda1a1ee3a5418c2","download_count":1202,"created_at":"2025-10-13T13:22:47Z","updated_at":"2025-10-13T13:22:47Z","browser_download_url":"https://github.com/grafana/tempo/releases/download/v2.9.0/SHA256SUMS"},{"url":"https://api.github.com/repos/grafana/tempo/releases/assets/303729764","id":303729764,"node_id":"RA_kwDODhHskM4SGoxk","name":"tempo_2.9.0_linux_amd64.deb","label":"","uploader":{"login":"github-actions[bot]","id":41898282,"node_id":"MDM6Qm90NDE4OTgyODI=","avatar_url":"https://avatars.githubusercontent.com/in/15368?v=4","gravatar_id":"","url":"https://api.github.com/users/github-actions%5Bbot%5D","html_url":"https://github.com/apps/github-actions","followers_url":"https://api.github.com/users/github-actions%5Bbot%5D/followers","following_url":"https://api.github.com/users/github-actions%5Bbot%5D/following{/other_user}","gists_url":"https://api.github.com/users/github-actions%5Bbot%5D/gists{/gist_id}","starred_url":"https://api.github.com/users/github-actions%5Bbot%5D/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/github-actions%5Bbot%5D/subscriptions","organizations_url":"https://api.github.com/users/github-actions%5Bbot%5D/orgs","repos_url":"https://api.github.com/users/github-actions%5Bbot%5D/repos","events_url":"https://api.github.com/users/github-actions%5Bbot%5D/events{/privacy}","received_events_url":"https://api.github.com/users/github-actions%5Bbot%5D/received_events","type":"Bot","user_view_type":"public","site_admin":false},"content_type":"application/vnd.debian.binary-package","state":"uploaded","size":63561514,"digest":"sha256:c1bc0fc8af5dcbe1b4806bdfad6d120e5a5df376d678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Breaking Changes\r\n\r\n* [CHANGE]  **BREAKING CHANGE** Migrated Tempo Vulture and Integration Tests from the deprecated Jaeger agent/exporter to the standard OTLP exporter. Vulture now pushes traces to the Tempo OTLP GRCP endpoint. [#5058](https://github.com/grafana/tempo/pull/5058) (@iamrajiv, @javiermolinar)\r\n* [CHANGE] **BREAKING CHANGE** TraceQL Metrics buckets are calculated based on data in past. [#5366](https://github.com/grafana/tempo/pull/5366) (@ruslan-mikhailov)\r\n* [CHANGE] **BREAKING CHANGE** Fix incorrect TraceQL metrics results when series labels include strings and integers with same textural representation.\r\n  This also changes the TraceQL metrics responses of `/api/metrics/query_range` and `/api/metrics/query` to remove the redundant\r\n  `prom_labels` field which was the error source. There may be an interruption to TraceQL metrics queries during rollout while components are running the previous version. [#5659](https://github.com/grafana/tempo/pull/5659) (@mdisibio)\r\n* [CHANGE] **BREAKING CHANGE** Deprecating vParquet2 block format [#5688](https://github.com/grafana/tempo/pull/5688) (@ie-pham)\r\n\r\n# Changes\r\n\r\n* [CHANGE] Return Bad Request from all frontend endpoints if the tenant can't be extracted. [#5480](https://github.com/grafana/tempo/pull/5480) (@carles-grafana)\r\n* [CHANGE] Do not count cached querier responses for SLO metrics such as inspected bytes. [#5185](https://github.com/grafana/tempo/pull/5185) (@carles-grafana)\r\n* [CHANGE] Adjust the definition of `tempo_metrics_generator_processor_service_graphs_expired_edges` to exclude edges that are counted in the service graph. [#5319](https://github.com/grafana/tempo/pull/5319) (@joe-elliott)\r\n* [CHANGE] Command `tempo-cli analyse block`(s) excludes attributes with array values. [#5380](https://github.com/grafana/tempo/pull/5380) (@stoewer)\r\n* [CHANGE] Remove .005s and add a 1.5s bucket to all request duration histograms. [#5492](https://github.com/grafana/tempo/pull/5492) (@joe-elliott)\r\n* [CHANGE] Improve tempo writes dashboard. [#5500](https://github.com/grafana/tempo/pull/5500) (@javiermolinar)\r\n* [CHANGE] Upgrade Tempo to go 1.25.0. [#5548](https://github.com/grafana/tempo/pull/5548) (@javiermolinar)\r\n* [CHANGE] Upgrade Tempo to go 1.25.1 [#5685](https://github.com/grafana/tempo/pull/5685) (@electron0zero)\r\n* [CHANGE] Drop tracing bridges in favor of OTEL only tracing. [#5594](https://github.com/grafana/tempo/pull/5594) (@zalegrala)\r\n* [CHANGE] Enable HTTP writes in the multi-tenant example. [#5297](https://github.com/grafana/tempo/pull/5297) (@carles-grafana)\r\n\r\n# Features\r\n\r\n* [FEATURE] Add MCP Server support. [#5212](https://github.com/grafana/tempo/pull/5212) (@joe-elliott)\r\n* [FEATURE] Add query hints `sample=true` and `sample=0.xx` which can speed up TraceQL metrics queries by sampling a subset of the data to provide an approximate result. [#5469](https://github.com/grafana/tempo/pull/5469) (@mdisibio)\r\n* [FEATURE] New block encoding vParquet5-preview1 with low-resolution timestamp columns for better TraceQL metrics performance. This format is in development and breaking changes are expected before final release. [#5495](https://github.com/grafana/tempo/pull/5495) (@mdisibio)\r\n* [FEATURE] New block encoding vParquet5-preview2 with dedicated attribute columns for integers. This format is in development and breaking changes are expected before final release. [#5639](https://github.com/grafana/tempo/pull/5639) (@stoewer)\r\n\r\n# Enhancement\r\n\r\n* [ENHANCEMENT] Add counter `query_frontend_bytes_inspected_total`, which shows the total number of bytes read from disk and object storage [#5310](https://github.com/grafana/tempo/pull/5310) (@carles-grafana)\r\n* [ENHANCEMENT] Add histograms `spans_distance_in_future_seconds` / `spans_distance_in_past_seconds` that count spans with end timestamp in the future / past. While spans in the future are accepted, they are invalid and may not be found using the Search API. [#4936](https://github.com/grafana/tempo/pull/4936) (@carles-grafana)\r\n* [ENHANCEMENT] Add support for scope in cost-attribution usage tracker. [#5646](https://github.com/grafana/tempo/pull/5646) (@electron0zero)\r\n* [ENHANCEMENT] Add alert for high error rate reported by vulture. [#5206](https://github.com/grafana/tempo/pull/5206) (@ruslan-mikhailov)\r\n* [ENHANCEMENT] Support the new `db.namespace` attribute for service-graph DB nodes. [#5602](https://github.com/grafana/tempo/pull/5602) (@gouthamve)\r\n* [ENHANCEMENT] TraceQL metrics performance increase for simple queries. [#5247](https://github.com/grafana/tempo/pull/5247) (@mdisibio)\r\n* [ENHANCEMENT] TraceQL search and metrics performance increase. [#5280](https://github.com/grafana/tempo/pull/5280) (@mdisibio)\r\n* [ENHANCEMENT] TraceQL performance improvement. [#5218](https://github.com/grafana/tempo/pull/5218) (@mdisibio)\r\n* [ENHANCEMENT] TraceQL `compare()` performance improvement. [#5419](https://github.com/grafana/tempo/pull/5419) (@mdisibio)\r\n* [ENHANCEMENT] Align traceql attribute struct for better performance. [#5240](https://github.com/grafana/tempo/pull/5240) (@mdisibio)\r\n* [ENHANCEMENT] Drop invalid prometheus label names in the `spanmetrics` processor. [#5122](https://github.com/grafana/tempo/pull/5122) (@KyriosGN0)\r\n* [ENHANCEMENT] Improve logging and tracing in the write path to include tenant info. [#5436](https://github.com/grafana/tempo/pull/5436) (@javiermolinar)\r\n* [ENHANCEMENT] Added usage tracker example. [#5356](https://github.com/grafana/tempo/pull/5356) (@javiermolinar)\r\n* [ENHANCEMENT] Add Stop method. [#5293](https://github.com/grafana/tempo/pull/5293) (@stephanos)\r\n* [ENHANCEMENT] Use peer attributes to determine the name of a client service virtual node in the service graph. [#5381](https://github.com/grafana/tempo/pull/5381) (@martenm)\r\n* [ENHANCEMENT] Put actual size for writing to backend. [#5413](https://github.com/grafana/tempo/pull/5413) (@ruslan-mikhailov)\r\n* [ENHANCEMENT] Upgrade Azurite and Fake-gcs-server to latest version. [#5512](https://github.com/grafana/tempo/pull/5512) (@javiermolinar)\r\n* [ENHANCEMENT] Make block ordering deterministic. [#5411](https://github.com/grafana/tempo/pull/5411) (@rajiv-singh)\r\n* [ENHANCEMENT] Improve exemplar selection in `quantile_over_time()`. [#5278](https://github.com/grafana/tempo/pull/5278) (@zalegrala)\r\n* [ENHANCEMENT] Measure bytes received before limits and publish it as `tempo_distributor_ingress_bytes_total`. [#5601](https://github.com/grafana/tempo/pull/5601) (@mapno)\r\n* [ENHANCEMENT] Add total size logging functionality to track trace [#5625](https://github.com/grafana/tempo/pull/5628)(@sienna011022)\r\n\r\n# Bugfix\r\n\r\n* [BUGFIX] Fix Tempo configuration options that are always overrided with config overrides section. [#5202](https://github.com/grafana/tempo/pull/5202) (@KyriosGN0)\r\n* [BUGFIX] Correctly apply trace idle period in ingesters and add the concept of trace live period. [#5346](https://github.com/grafana/tempo/pull/5346/files) (@joe-elliott)\r\n* [BUGFIX] Fix invalid YAML output from `/status/runtime_config` endpoint by adding document separator. [#5371](https://github.com/grafana/tempo/pull/5371) (@iamrajiv)\r\n* [BUGFIX] Fix panic in `query_range` HTTP handling that could be triggered by cancellations or other errors. [#5667](https://github.com/grafana/tempo/pull/5667) (@mdisibio)\r\n* [BUGFIX] Do not allow very small steps. [#5441](https://github.com/grafana/tempo/pull/5441) (@ruslan-mikhailov)\r\n* [BUGFIX] Fix incorrect TraceQL string comparison of strings starting with numbers. [#5658](https://github.com/grafana/tempo/pull/5658) (@mdisibio)\r\n* [BUGFIX] Fix incorrect results in TraceQL compare() for spans with array attributes [#5519](https://github.com/grafana/tempo/pull/5519) (@ruslan-mikhailov)\r\n* [BUGFIX] Fix cache collision for incomplete query in SearchTagValuesV2 [#5549](https://github.com/grafana/tempo/pull/5549) (@ruslan-mikhailov)\r\n* [BUGFIX] Fix for structural operator with empty left-hand spanset. [#5578](https://github.com/grafana/tempo/pull/5578) (@ruslan-mikhailov)\r\n* [BUGFIX] Deadlock on invalid query to `api/v2/search/tags`. (SearchTagsV2) [#5607](https://github.com/grafana/tempo/pull/5607) (@ruslan-mikhailov)\r\n* [BUGFIX] Fixed incorrect root span detection when spans have a child_of link but no parent. [#3634](https://github.com/mexirica/tempo/pull/5557) (@mexirica)\r\n* [BUGFIX] Prevent metrics-generator WAL deletion when tenant is empty. [#5586](https://github.com/grafana/tempo/pull/5586) (@sienna011022)\r\n* [BUGFIX] Fix docker-compose port configuration for Alloy gRPC (`4319` → `4317`). [#5536](https://github.com/grafana/tempo/pull/5536)\r\n* [BUGFIX] Fix panic error from empty span id. [#5464](https://github.com/grafana/tempo/pull/5464)\r\n* [BUGFIX] Return Bad Request from frontend if the provided tag is invalid in `SearchTagValuesV2` endpoint. [#5493](https://github.com/grafana/tempo/pull/5493/) (@carles-grafana)\r\n\r\n# Tempo Rearchitecture [EXPERIMENTAL]\r\n\r\n* [CHANGE] **BREAKING CHANGE** Drop unused `backend_scheduler.tenant_measurement_interval`, use `backend_scheduler.compaction.measure_interval` instead. [#5328](https://github.com/grafana/tempo/pull/5328) (@zalegrala)\r\n* [CHANGE] Allow configuration of `min`/`max` input blocks for compaction provider. [#5373](https://github.com/grafana/tempo/pull/5373) (@zalegrala)\r\n* [CHANGE] **BREAKING CHANGE** Add require minimum time between tenant sorting in backend-scheduler. [#5410](https://github.com/grafana/tempo/pull/5410) (@zalegrala)\r\n  The configuration for `backend_scheduler.provider.compaction.backoff` has been removed.\r\n  Additionally, the `compaction_tenant_backoff_total` metric has been renamed to `compaction_empty_tenant_cycle_total` for clarity.\r\n* [CHANGE] Shard backend-scheduler work files locally and modify backend work structure to accommodate sharding approach. [#5412](https://github.com/grafana/tempo/pull/5412) (@zalegrala)\r\n* [CHANGE] Change worker to shutdown after the current job, waiting `30s` by default. [#5460](https://github.com/grafana/tempo/pull/5460) (@zalegrala)\r\n* [CHANGE] Assert max live traces limits in the local-blocks processor. [#5170](https://github.com/grafana/tempo/pull/5170) (@mapno)\r\n* [ENHANCEMENT] Add new header to vulture requests to query live stores. [#5663](https://github.com/grafana/tempo/pull/5663) (@javiermolinar)\r\n* [ENHANCEMENT] Add endpoint for partition downscaling. [#4913](https://github.com/grafana/tempo/pull/4913) (@mapno)\r\n* [ENHANCEMENT] Add backend scheduler and worker to the resources dashboard. [#5206](https://github.com/grafana/tempo/pull/5241) (@javiermolinar)\r\n* [ENHANCEMENT] Allow configure group lag exporter update time. [#5431](https://github.com/grafana/tempo/pull/5431) (@javiermolinar)\r\n* [ENHANCEMENT] Implement a `listOffset` by partition client. [#5415](https://github.com/grafana/tempo/pull/5415) (@javiermolinar)\r\n* [ENHANCEMENT] Do not compact unfinished blocks. [#5390](https://github.com/grafana/tempo/pull/5390) (@ruslan-mikhailov)\r\n* [ENHANCEMENT] Allow block-builder to operate over empty partitions. [#5581](https://github.com/grafana/tempo/pull/5581) (@ruslan-mikhailov)\r\n* [ENHANCEMENT] Refactor method to wait for a healthy broker. [#5618](https://github.com/grafana/tempo/pull/5618) (@javiermolinar)\r\n* [ENHANCEMENT] Remove duplicated metric to count the number of processed records. [#5654](https://github.com/grafana/tempo/pull/5654) (@javiermolinar)\r\n* [ENHANCEMENT] Don't enqueue records to kafka when the context has been cancelled. [#5499](https://github.com/grafana/tempo/pull/5499) (@javiermolinar)\r\n* [ENHANCEMENT] Include backendwork dashboard and include additional alert. [#5159](https://github.com/grafana/tempo/pull/5159) (@zalegrala)\r\n* [ENHANCEMENT] Add live store to `jsonnet` lib. [#5591](https://github.com/grafana/tempo/pull/5591) [#5606](https://github.com/grafana/tempo/pull/5606) [#5609](https://github.com/grafana/tempo/pull/5609) (@mapno)\r\n* [BUGFIX] Fix race condition between compaction provider and backend-scheduler. [#5409](https://github.com/grafana/tempo/pull/5409) (@zalegrala)\r\n* [BUGFIX] Correctly support req.AllowPartialTrace and tenant limits in the live store when requesting trace by id. [#5680](https://github.com/grafana/tempo/pull/5680) 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Breaking Changes\r\n\r\n* [CHANGE] **BREAKING CHANGE** We are no longer publishing rpm and deb packages due to an internal change to the handling of signing keys. This can be restored if we find that folks are actually using these packages. [#5684](https://github.com/grafana/tempo/pull/5684) (@joe-elliott)\r\n* [CHANGE]  **BREAKING CHANGE** Migrated Tempo Vulture and Integration Tests from the deprecated Jaeger agent/exporter to the standard OTLP exporter. Vulture now pushes traces to the Tempo OTLP GRCP endpoint. [#5058](https://github.com/grafana/tempo/pull/5058) (@iamrajiv, @javiermolinar)\r\n* [CHANGE] **BREAKING CHANGE** TraceQL Metrics buckets are calculated based on data in past. [#5366](https://github.com/grafana/tempo/pull/5366) (@ruslan-mikhailov)\r\n* [CHANGE] **BREAKING CHANGE** Fix incorrect TraceQL metrics results when series labels include strings and integers with same textural representation.\r\n  This also changes the TraceQL metrics responses of `/api/metrics/query_range` and `/api/metrics/query` to remove the redundant\r\n  `prom_labels` field which was the error source. There may be an interruption to TraceQL metrics queries during rollout while components are running the previous version. [#5659](https://github.com/grafana/tempo/pull/5659) (@mdisibio)\r\n\r\n# Changes\r\n\r\n* [CHANGE] Return Bad Request from all frontend endpoints if the tenant can't be extracted. [#5480](https://github.com/grafana/tempo/pull/5480) (@carles-grafana)\r\n* [CHANGE] Do not count cached querier responses for SLO metrics such as inspected bytes. [#5185](https://github.com/grafana/tempo/pull/5185) (@carles-grafana)\r\n* [CHANGE] Adjust the definition of `tempo_metrics_generator_processor_service_graphs_expired_edges` to exclude edges that are counted in the service graph. [#5319](https://github.com/grafana/tempo/pull/5319) (@joe-elliott)\r\n* [CHANGE] Command `tempo-cli analyse block`(s) excludes attributes with array values. [#5380](https://github.com/grafana/tempo/pull/5380) (@stoewer)\r\n* [CHANGE] Remove .005s and add a 1.5s bucket to all request duration histograms. [#5492](https://github.com/grafana/tempo/pull/5492) (@joe-elliott)\r\n* [CHANGE] Improve tempo writes dashboard. [#5500](https://github.com/grafana/tempo/pull/5500) (@javiermolinar)\r\n* [CHANGE] Upgrade Tempo to go 1.25.0. [#5548](https://github.com/grafana/tempo/pull/5548) (@javiermolinar)\r\n* [CHANGE] Drop tracing bridges in favor of OTEL only tracing. [#5594](https://github.com/grafana/tempo/pull/5594) (@zalegrala)\r\n* [CHANGE] Enable HTTP writes in the multi-tenant example. [#5297](https://github.com/grafana/tempo/pull/5297) (@carles-grafana)\r\n* [CHANGE] Upgrade Tempo to go 1.25.1 [#5685](https://github.com/grafana/tempo/pull/5685) (@electron0zero)\r\n\r\n\r\n\r\n# Features\r\n\r\n* [FEATURE] Add MCP Server support. [#5212](https://github.com/grafana/tempo/pull/5212) (@joe-elliott)\r\n* [FEATURE] Add query hints `sample=true` and `sample=0.xx` which can speed up TraceQL metrics queries by sampling a subset of the data to provide an approximate result. [#5469](https://github.com/grafana/tempo/pull/5469) (@mdisibio)\r\n* [FEATURE] New block encoding vParquet5-preview1 with low-resolution timestamp columns for better TraceQL metrics performance. This format is in development and breaking changes are expected before final release. [#5495](https://github.com/grafana/tempo/pull/5495) (@mdisibio)\r\n* [FEATURE] New block encoding vParquet5-preview2 with dedicated attribute columns for integers. This format is in development and breaking changes are expected before final release. [#5639](https://github.com/grafana/tempo/pull/5639) (@stoewer)\r\n\r\n# Enhancement\r\n\r\n* [ENHANCEMENT] Add counter `query_frontend_bytes_inspected_total`, which shows the total number of bytes read from disk and object storage [#5310](https://github.com/grafana/tempo/pull/5310) (@carles-grafana)\r\n* [ENHANCEMENT] Add histograms `spans_distance_in_future_seconds` / `spans_distance_in_past_seconds` that count spans with end timestamp in the future / past. While spans in the future are accepted, they are invalid and may not be found using the Search API. [#4936](https://github.com/grafana/tempo/pull/4936) (@carles-grafana)\r\n* [ENHANCEMENT] Add support for scope in cost-attribution usage tracker. [#5646](https://github.com/grafana/tempo/pull/5646) (@electron0zero)\r\n* [ENHANCEMENT] Add alert for high error rate reported by vulture. [#5206](https://github.com/grafana/tempo/pull/5206) (@ruslan-mikhailov)\r\n* [ENHANCEMENT] Support the new `db.namespace` attribute for service-graph DB nodes. [#5602](https://github.com/grafana/tempo/pull/5602) (@gouthamve)\r\n* [ENHANCEMENT] TraceQL metrics performance increase for simple queries. [#5247](https://github.com/grafana/tempo/pull/5247) (@mdisibio)\r\n* [ENHANCEMENT] TraceQL search and metrics performance increase. [#5280](https://github.com/grafana/tempo/pull/5280) (@mdisibio)\r\n* [ENHANCEMENT] TraceQL performance improvement. [#5218](https://github.com/grafana/tempo/pull/5218) (@mdisibio)\r\n* [ENHANCEMENT] TraceQL `compare()` performance improvement. [#5419](https://github.com/grafana/tempo/pull/5419) (@mdisibio)\r\n* [ENHANCEMENT] Align traceql attribute struct for better performance. [#5240](https://github.com/grafana/tempo/pull/5240) (@mdisibio)\r\n* [ENHANCEMENT] Drop invalid prometheus label names in the `spanmetrics` processor. [#5122](https://github.com/grafana/tempo/pull/5122) (@KyriosGN0)\r\n* [ENHANCEMENT] Improve logging and tracing in the write path to include tenant info. [#5436](https://github.com/grafana/tempo/pull/5436) (@javiermolinar)\r\n* [ENHANCEMENT] Added usage tracker example. [#5356](https://github.com/grafana/tempo/pull/5356) (@javiermolinar)\r\n* [ENHANCEMENT] Add Stop method. [#5293](https://github.com/grafana/tempo/pull/5293) (@stephanos)\r\n* [ENHANCEMENT] Use peer attributes to determine the name of a client service virtual node in the service graph. [#5381](https://github.com/grafana/tempo/pull/5381) (@martenm)\r\n* [ENHANCEMENT] Put actual size for writing to backend. [#5413](https://github.com/grafana/tempo/pull/5413) (@ruslan-mikhailov)\r\n* [ENHANCEMENT] Upgrade Azurite and Fake-gcs-server to latest version. [#5512](https://github.com/grafana/tempo/pull/5512) (@javiermolinar)\r\n* [ENHANCEMENT] Make block ordering deterministic. [#5411](https://github.com/grafana/tempo/pull/5411) (@rajiv-singh)\r\n* [ENHANCEMENT] Improve exemplar selection in `quantile_over_time()`. [#5278](https://github.com/grafana/tempo/pull/5278) (@zalegrala)\r\n* [ENHANCEMENT] Measure bytes received before limits and publish it as `tempo_distributor_ingress_bytes_total`. [#5601](https://github.com/grafana/tempo/pull/5601) (@mapno)\r\n* [ENHANCEMENT] Add total size logging functionality to track trace [#5625](https://github.com/grafana/tempo/pull/5628)(@sienna011022)\r\n\r\n# Bugfix\r\n\r\n* [BUGFIX] Fix Tempo configuration options that are always overrided with config overrides section. [#5202](https://github.com/grafana/tempo/pull/5202) (@KyriosGN0)\r\n* [BUGFIX] Correctly apply trace idle period in ingesters and add the concept of trace live period. [#5346](https://github.com/grafana/tempo/pull/5346/files) (@joe-elliott)\r\n* [BUGFIX] Fix invalid YAML output from `/status/runtime_config` endpoint by adding document separator. [#5371](https://github.com/grafana/tempo/pull/5371) (@iamrajiv)\r\n* [BUGFIX] Fix panic in `query_range` HTTP handling that could be triggered by cancellations or other errors. [#5667](https://github.com/grafana/tempo/pull/5667) (@mdisibio)\r\n* [BUGFIX] Do not allow very small steps. [#5441](https://github.com/grafana/tempo/pull/5441) (@ruslan-mikhailov)\r\n* [BUGFIX] Fix incorrect TraceQL string comparison of strings starting with numbers. [#5658](https://github.com/grafana/tempo/pull/5658) (@mdisibio)\r\n* [BUGFIX] Fix incorrect results in TraceQL compare() for spans with array attributes [#5519](https://github.com/grafana/tempo/pull/5519) (@ruslan-mikhailov)\r\n* [BUGFIX] Fix cache collision for incomplete query in SearchTagValuesV2 [#5549](https://github.com/grafana/tempo/pull/5549) (@ruslan-mikhailov)\r\n* [BUGFIX] Fix for structural operator with empty left-hand spanset. [#5578](https://github.com/grafana/tempo/pull/5578) (@ruslan-mikhailov)\r\n* [BUGFIX] Deadlock on invalid query to `api/v2/search/tags`. (SearchTagsV2) [#5607](https://github.com/grafana/tempo/pull/5607) (@ruslan-mikhailov)\r\n* [BUGFIX] Fixed incorrect root span detection when spans have a child_of link but no parent. [#3634](https://github.com/mexirica/tempo/pull/5557) (@mexirica)\r\n* [BUGFIX] Prevent metrics-generator WAL deletion when tenant is empty. [#5586](https://github.com/grafana/tempo/pull/5586) (@sienna011022)\r\n* [BUGFIX] Fix docker-compose port configuration for Alloy gRPC (`4319` → `4317`). [#5536](https://github.com/grafana/tempo/pull/5536)\r\n* [BUGFIX] Fix panic error from empty span id. [#5464](https://github.com/grafana/tempo/pull/5464)\r\n* [BUGFIX] Return Bad Request from frontend if the provided tag is invalid in `SearchTagValuesV2` endpoint. [#5493](https://github.com/grafana/tempo/pull/5493/) (@carles-grafana)\r\n\r\n# Tempo Rearchitecture [EXPERIMENTAL]\r\n\r\n* [CHANGE] **BREAKING CHANGE** Drop unused `backend_scheduler.tenant_measurement_interval`, use `backend_scheduler.compaction.measure_interval` instead. [#5328](https://github.com/grafana/tempo/pull/5328) (@zalegrala)\r\n* [CHANGE] Allow configuration of `min`/`max` input blocks for compaction provider. [#5373](https://github.com/grafana/tempo/pull/5373) (@zalegrala)\r\n* [CHANGE] **BREAKING CHANGE** Add require minimum time between tenant sorting in backend-scheduler. [#5410](https://github.com/grafana/tempo/pull/5410) (@zalegrala)\r\n  The configuration for `backend_scheduler.provider.compaction.backoff` has been removed.\r\n  Additionally, the `compaction_tenant_backoff_total` metric has been renamed to `compaction_empty_tenant_cycle_total` for clarity.\r\n* [CHANGE] Shard backend-scheduler work files locally and modify backend work structure to accommodate sharding approach. [#5412](https://github.com/grafana/tempo/pull/5412) (@zalegrala)\r\n* [CHANGE] Change worker to shutdown after the current job, waiting `30s` by default. [#5460](https://github.com/grafana/tempo/pull/5460) (@zalegrala)\r\n* [CHANGE] Assert max live traces limits in the local-blocks processor. [#5170](https://github.com/grafana/tempo/pull/5170) (@mapno)\r\n* [ENHANCEMENT] Add new header to vulture requests to query live stores. [#5663](https://github.com/grafana/tempo/pull/5663) (@javiermolinar)\r\n* [ENHANCEMENT] Add endpoint for partition downscaling. [#4913](https://github.com/grafana/tempo/pull/4913) (@mapno)\r\n* [ENHANCEMENT] Add backend scheduler and worker to the resources dashboard. [#5206](https://github.com/grafana/tempo/pull/5241) (@javiermolinar)\r\n* [ENHANCEMENT] Allow configure group lag exporter update time. [#5431](https://github.com/grafana/tempo/pull/5431) (@javiermolinar)\r\n* [ENHANCEMENT] Implement a `listOffset` by partition client. [#5415](https://github.com/grafana/tempo/pull/5415) (@javiermolinar)\r\n* [ENHANCEMENT] Do not compact unfinished blocks. [#5390](https://github.com/grafana/tempo/pull/5390) (@ruslan-mikhailov)\r\n* [ENHANCEMENT] Allow block-builder to operate over empty partitions. [#5581](https://github.com/grafana/tempo/pull/5581) (@ruslan-mikhailov)\r\n* [ENHANCEMENT] Refactor method to wait for a healthy broker. [#5618](https://github.com/grafana/tempo/pull/5618) (@javiermolinar)\r\n* [ENHANCEMENT] Remove duplicated metric to count the number of processed records. [#5654](https://github.com/grafana/tempo/pull/5654) (@javiermolinar)\r\n* [ENHANCEMENT] Don't enqueue records to kafka when the context has been cancelled. [#5499](https://github.com/grafana/tempo/pull/5499) (@javiermolinar)\r\n* [ENHANCEMENT] Include backendwork dashboard and include additional alert. [#5159](https://github.com/grafana/tempo/pull/5159) (@zalegrala)\r\n* [ENHANCEMENT] Add live store to `jsonnet` lib. [#5591](https://github.com/grafana/tempo/pull/5591) [#5606](https://github.com/grafana/tempo/pull/5606) [#5609](https://github.com/grafana/tempo/pull/5609) (@mapno)\r\n* [BUGFIX] Fix race condition between compaction provider and backend-scheduler. [#5409](https://github.com/grafana/tempo/pull/5409) (@zalegrala)\r\n* [BUGFIX] Correctly support req.AllowPartialTrace and tenant limits in the live store when requesting trace by id. [#5680](https://github.com/grafana/tempo/pull/5680) (@joe-elliott)","reactions":{"url":"https://api.github.com/repos/grafana/tempo/releases/250325975/reactions","total_count":4,"+1":0,"-1":0,"laugh":0,"hooray":0,"confused":0,"heart":2,"rocket":2,"eyes":0},"mentions_count":17},{"url":"https://api.github.com/repos/grafana/tempo/releases/238097099","assets_url":"https://api.github.com/repos/grafana/tempo/releases/238097099/assets","upload_url":"https://uploads.github.com/repos/grafana/tempo/releases/238097099/assets{?name,label}","html_url":"https://github.com/grafana/tempo/releases/tag/v2.8.2","id":238097099,"author":{"login":"github-actions[bot]","id":41898282,"node_id":"MDM6Qm90NDE4OTgyODI=","avatar_url":"https://avatars.githubusercontent.com/in/15368?v=4","gravatar_id":"","url":"https://api.github.com/users/github-actions%5Bbot%5D","html_url":"https://github.com/apps/github-actions","followers_url":"https://api.github.com/users/github-actions%5Bbot%5D/followers","following_url":"https://api.github.com/users/github-actions%5Bbot%5D/following{/other_user}","gists_url":"https://api.github.com/users/github-actions%5Bbot%5D/gists{/gist_id}","starred_url":"https://api.github.com/users/github-actions%5Bbot%5D/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/github-actions%5Bbot%5D/subscriptions","organizations_url":"https://api.github.com/users/github-actions%5Bbot%5D/orgs","repos_url":"https://api.github.com/users/github-actions%5Bbot%5D/repos","events_url":"https://api.github.com/users/github-actions%5Bbot%5D/events{/privacy}","received_events_url":"https://api.github.com/users/github-actions%5Bbot%5D/received_events","type":"Bot","user_view_type":"public","site_admin":false},"node_id":"RE_kwDODhHskM4OMRLL","tag_name":"v2.8.2","target_commitish":"main","name":"v2.8.2","draft":false,"immutable":false,"prerelease":false,"created_at":"2025-08-06T20:05:03Z","updated_at":"2025-08-06T20:29:31Z","published_at":"2025-08-06T20:29:31Z","assets":[{"url":"https://api.github.com/repos/grafana/tempo/releases/assets/280017309","id":280017309,"node_id":"RA_kwDODhHskM4QsLmd","name":"SHA256SUMS","label":"","uploader":{"login":"github-actions[bot]","id":41898282,"node_id":"MDM6Qm90NDE4OTgyODI=","avatar_url":"https://avatars.githubusercontent.com/in/15368?v=4","gravatar_id":"","url":"https://api.github.com/users/github-actions%5Bbot%5D","html_url":"https://github.com/apps/github-actions","followers_url":"https://api.github.com/users/github-actions%5Bbot%5D/followers","following_url":"https://api.github.com/users/github-actions%5Bbot%5D/following{/other_user}","gists_url":"https://api.github.com/users/github-actions%5Bbot%5D/gists{/gist_id}","starred_url":"https://api.github.com/users/github-actions%5Bbot%5D/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/github-actions%5Bbot%5D/subscriptions","organizations_url":"https://api.github.com/users/github-actions%5Bbot%5D/orgs","repos_url":"https://api.github.com/users/github-actions%5Bbot%5D/repos","events_url":"https://api.github.com/users/github-actions%5Bbot%5D/events{/privacy}","received_events_url":"https://api.github.com/users/github-actions%5Bbot%5D/received_events","type":"Bot","user_view_type":"public","site_admin":false},"content_type":"application/octet-stream","state":"uploaded","size":954,"digest":"sha256:0fa25f0ed3a5432e1d629750a205f38d741154b8a94cb95032810c8984387a60","download_count":1419,"created_at":"2025-08-06T20:17:41Z","updated_at":"2025-08-06T20:17:41Z","browser_download_url":"https://github.com/grafana/tempo/releases/download/v2.8.2/SHA256SUMS"},{"url":"https://api.github.com/repos/grafana/tempo/releases/assets/280017308","id":280017308,"node_id":"RA_kwDODhHskM4QsLmc","name":"tempo_2.8.2_linux_amd64.deb","label":"","uploader":{"login":"github-actions[bot]","id":41898282,"node_id":"MDM6Qm90NDE4OTgyODI=","avatar_url":"https://avatars.githubusercontent.com/in/15368?v=4","gravatar_id":"","url":"https://api.github.com/users/github-actions%5Bbot%5D","html_url":"https://github.com/apps/github-actions","followers_url":"https://api.github.com/users/github-actions%5Bbot%5D/followers","following_url":"https://api.github.com/users/github-actions%5Bbot%5D/following{/other_user}","gists_url":"https://api.github.com/users/github-actions%5Bbot%5D/gists{/gist_id}","starred_url":"https://api.github.com/users/github-actions%5Bbot%5D/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/github-actions%5Bbot%5D/subscriptions","organizations_url":"https://api.github.com/users/github-actions%5Bbot%5D/orgs","repos_url":"https://api.github.com/users/github-actions%5Bbot%5D/repos","events_url":"https://api.github.com/users/github-actions%5Bbot%5D/events{/privacy}","received_events_url":"https://api.github.com/users/github-actions%5Bbot%5D/received_events","type":"Bot","user_view_type":"public","site_admin":false},"content_type":"application/vnd.debian.binary-package","state":"uploaded","size":60462986,"digest":"sha256:db322771f633a01d06f4685b14004fca8472e862d7be635f079d8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Breaking Changes\r\n\r\n* [CHANGE] **BREAKING CHANGE** Change default http-listen-port from 80 to 3200 [#4960](https://github.com/grafana/tempo/pull/4960) (@martialblog)\r\n* [CHANGE] **BREAKING CHANGE** Upgrade OTEL Collector to v0.122.1 [#4893](https://github.com/grafana/tempo/pull/4893) (@javiermolinar)\r\n  The `name` dimension from `tempo_receiver_accepted_span` and `tempo_receiver_refused_spans` changes from `tempo/jaeger_receiver` to `jaeger/jaeger_receiver`\r\n* [CHANGE] **BREAKING CHANGE** Convert SLO metric `query_frontend_bytes_processed_per_second` from a histogram to a counter as it's more performant. [#4748](https://github.com/grafana/tempo/pull/4748) (@carles-grafana)\r\n* [CHANGE] **BREAKING CHANGE** Remove tempo serverless [#4599](https://github.com/grafana/tempo/pull/4599/) (@electron0zero)\r\n  Following config options are no longer valid, please remove them if you are using these in your tempo config:\r\n  ```\r\n  querier:\r\n      search:\r\n          prefer_self: <int>\r\n          external_hedge_requests_at: <duration>\r\n          external_hedge_requests_up_to:  <duration>\r\n          external_backend: <string>\r\n          google_cloud_run: <string>\r\n          external_endpoints: <array>\r\n  ```\r\n  Tempo serverless related metric `tempo_querier_external_endpoint_duration_seconds`,  `tempo_querier_external_endpoint_hedged_roundtrips_total` and `tempo_feature_enabled` are being removed.\r\n* [CHANGE] **BREAKING CHANGE** Removed `internal_error` as a reason from `tempo_discarded_spans_total`. [#4554](https://github.com/grafana/tempo/pull/4554) (@joe-elliott)\r\n* [CHANGE] **BREAKING CHANGE** Enforce max attribute size at event, link, and instrumentation scope. Make config per-tenant.\r\n  Renamed max_span_attr_byte to max_attribute_bytes [#4633](https://github.com/grafana/tempo/pull/4633) (@ie-pham)\r\n* [CHANGE] **BREAKING CHANGE** Removed otel jaeger exporter. [#4926](https://github.com/grafana/tempo/pull/4926) (@javiermolinar)\r\n\r\n# Changes\r\n\r\n* [CHANGE] Update query range error message [#4929](https://github.com/grafana/tempo/pull/4929) (@joey-grafana)\r\n* [CHANGE] Improve rate limit error message when traces size exceeds rate limit [#4986](https://github.com/grafana/tempo/pull/4986/) (@electron0zero)\r\n* [CHANGE] Tempo Query: replace opentracing-contrib/go-grpc by otelgrpc. [#4958](https://github.com/grafana/tempo/pull/4958) (@javiermolinar)\r\n* [CHANGE] Improve parquet readers io.ReaderAt compatibility [#4963](https://github.com/grafana/tempo/pull/4963) (@joe-elliott)\r\n* [CHANGE] Finish polling current tenants on poller shutdown [#4897](https://github.com/grafana/tempo/pull/4897) (@zalegrala)\r\n* [CHANGE] Set querier default level to INFO [#4943](https://github.com/grafana/tempo/pull/4943) (@javiermolinar)\r\n* [CHANGE] Change retention to honor compactor disablement [#5044](https://github.com/grafana/tempo/pull/5044) (@zalegrala)\r\n* [CHANGE] Continue on error in tempo-cli rewrite-blocks [#5043](https://github.com/grafana/tempo/pull/5043) (@zalegrala)\r\n* [CHANGE] Update jsonnet memcached and exporter image versions [#5056](https://github.com/grafana/tempo/pull/5056) (@zalegrala)\r\n* [CHANGE] Enforce max series in response for metrics queries with new query-frontend configuration [#4525](https://github.com/grafana/tempo/pull/4525) (@ie-pham)\r\n* [CHANGE] Update to go 1.24.3 [#5110](https://github.com/grafana/tempo/pull/5110) (@stoewer)\r\n* [CHANGE] Update to go 1.24.2 [#5057](https://github.com/grafana/tempo/pull/5057) [#5082](https://github.com/grafana/tempo/pull/5082) (@carsontham)\r\n* [CHANGE] Update to go 1.24.1 [#4704](https://github.com/grafana/tempo/pull/4704) (@ruslan-mikhailov) [#4793](https://github.com/grafana/tempo/pull/4793) (@javiermolinar)\r\n\r\n# Features\r\n\r\n* [FEATURE] Added most_recent=true query hint to TraceQL to return most recent results. [#4238](https://github.com/grafana/tempo/pull/4238) (@joe-elliott)\r\n* [FEATURE] TraceQL metrics: sum_over_time [#4786](https://github.com/grafana/tempo/pull/4786) (@javiermolinar)\r\n* [FEATURE] Add support for topk and bottomk functions for TraceQL metrics [#4646](https://github.com/grafana/tempo/pull/4646/) (@electron0zero)\r\n* [FEATURE] TraceQL: add support for querying by parent span id [#4692](https://github.com/grafana/tempo/pull/4692) (@ie-pham)\r\n\r\n# Enhancements\r\n\r\n* [ENHANCEMENT] Add throughput SLO and metrics for the TraceByID endpoint. [#4668](https://github.com/grafana/tempo/pull/4668) (@carles-grafana)\r\nconfigurable via the throughput_bytes_slo field, and it will populate op=\"traces\" label in slo and throughput metrics.\r\n* [ENHANCEMENT] Add ability to add artificial delay to push requests [#4716](https://github.com/grafana/tempo/pull/4716) [#4899](https://github.com/grafana/tempo/pull/4899) [#5035](https://github.com/grafana/tempo/pull/5035) (@yvrhdn, @mapno)\r\n* [ENHANCEMENT] tempo-vulture now generates spans with a parent, instead of only root spans [#5154](https://github.com/grafana/tempo/pull/5154) (@carles-grafana)\r\n* [ENHANCEMENT] Add default mutex and blocking values. [#4979](https://github.com/grafana/tempo/pull/4979) (@mattdurham) \r\n* [ENHANCEMENT] Improve Tempo build options [#4755](https://github.com/grafana/tempo/pull/4755) (@stoewer)\r\n* [ENHANCEMENT] Rewrite traces using rebatching [#4690](https://github.com/grafana/tempo/pull/4690) (@stoewer @joe-elliott)\r\n* [ENHANCEMENT] Reorder span iterators [#4754](https://github.com/grafana/tempo/pull/4754) (@stoewer)\r\n* [ENHANCEMENT] Update minio to version [#4341](https://github.com/grafana/tempo/pull/4568) (@javiermolinar)\r\n* [ENHANCEMENT] Prevent queries in the ingester from blocking flushing traces to disk and memory spikes. [#4483](https://github.com/grafana/tempo/pull/4483) (@joe-elliott)\r\n* [ENHANCEMENT] Update tempo operational dashboard for new block-builder and v2 traces api [#4559](https://github.com/grafana/tempo/pull/4559) (@mdisibio)\r\n* [ENHANCEMENT] Improve metrics-generator performance and stability by applying queue back pressure and concurrency [#4721](https://github.com/grafana/tempo/pull/4721) (@mdisibio)\r\n* [ENHANCEMENT] Improve block-builder performance by flushing blocks concurrently [#4565](https://github.com/grafana/tempo/pull/4565) (@mdisibio)\r\n* [ENHANCEMENT] Improve block-builder performance [#4596](https://github.com/grafana/tempo/pull/4596) (@mdisibio)\r\n* [ENHANCEMENT] Improve block-builder performance by not using WAL stage [#4647](https://github.com/grafana/tempo/pull/4647) [#4671](https://github.com/grafana/tempo/pull/4671) (@mdisibio)\r\n* [ENHANCEMENT] Export new `tempo_ingest_group_partition_lag` metric from block-builders and metrics-generators [#4571](https://github.com/grafana/tempo/pull/4571) (@mdisibio)\r\n* [ENHANCEMENT] Overall iterator performance improvement by using max definition level to ignore parts of the RowNumber while nexting. [#4753](https://github.com/grafana/tempo/pull/4753) (@joe-elliott)\r\n* [ENHANCEMENT] Use distroless base container images for improved security [#4556](https://github.com/grafana/tempo/pull/4556) (@carles-grafana)\r\n* [ENHANCEMENT] Rhythm: add block builder to resources dashboard [#4556](https://github.com/grafana/tempo/pull/4669) (@javiermolinar)\r\n* [ENHANCEMENT] Upgrade prometheus to version 3.1.0 [#4805](https://github.com/grafana/tempo/pull/4805) (@javiermolinar)\r\n* [ENHANCEMENT] Update dskit to latest version [#4681](https://github.com/grafana/tempo/pull/4681) (@javiermolinar) [#4865](https://github.com/grafana/tempo/pull/4865) (@javiermolinar)\r\n* [ENHANCEMENT] Increase query-frontend default batch size [#4844](https://github.com/grafana/tempo/pull/4844) (@javiermolinar) \r\n* [ENHANCEMENT] Improve TraceQL perf by reverting EqualRowNumber to an inlineable function.[#4705](https://github.com/grafana/tempo/pull/4705) (@joe-elliott)\r\n* [ENHANCEMENT] Rhythm: Implement MaxBytesPerCycle [#4835](https://github.com/grafana/tempo/pull/4835) (@javiermolinar)\r\n* [ENHANCEMENT] Rhythm: fair partition consumption in blockbuilders [#4655](https://github.com/grafana/tempo/pull/4655) (@javiermolinar)\r\n* [ENHANCEMENT] Rhythm: retry on commit error [#4874](https://github.com/grafana/tempo/pull/4874) (@javiermolinar)\r\n* [ENHANCEMENT] Skip creating one span-traces for every pushed spans in metrics generator [#4844](https://github.com/grafana/tempo/pull/4844) (@javiermolinar)\r\n* [ENHANCEMENT] Improve Tempo / Writes dashboard by adding a kafka panel [#4947](https://github.com/grafana/tempo/pull/4947) (@javiermolinar)\r\n* [ENHANCEMENT] Improve memcached memory usage by pooling buffers [#4970](https://github.com/grafana/tempo/pull/4970) (@joe-elliott)\r\n* [ENHANCEMENT] metrics-generator: allow skipping localblocks and consuming from a different source of data [#4686](https://github.com/grafana/tempo/pull/4686) (@flxbk)\r\n* [ENHANCEMENT] compactor: restore dedicated columns logging for completed blocks [#4832](https://github.com/grafana/tempo/pull/4832) (@edgarkz)\r\n* [ENHANCEMENT] Compactor: pooling changes to reduce memory usage [#4985](https://github.com/grafana/tempo/pull/4985) (@mdisibio)\r\n* [ENHANCEMENT] distributor: add IPv6 support [#4840](https://github.com/grafana/tempo/pull/4840) (@gjacquet)\r\n* [ENHANCEMENT] Support TraceQL Metrics checks in Vulture [#4886](https://github.com/grafana/tempo/pull/4886) (@ruslan-mikhailov)\r\n* [ENHANCEMENT] Add memcached to the resources dashboard [#5049](https://github.com/grafana/tempo/pull/5049) (@javiermolinar)\r\n* [ENHANCEMENT] Include partition owned metric for blockbuilders [#5042](https://github.com/grafana/tempo/pull/5042) (@javiermolinar)\r\n* [ENHANCEMENT] Query-frontend: logs add msg to the log line [#4975](https://github.com/grafana/tempo/pull/4975) (@jmichalek132)\r\n* [ENHANCEMENT] Host Info Processor: track host identifying resource attribute in metric [#5152](https://github.com/grafana/tempo/pull/5152) (@rlankfo)\r\n* [ENHANCEMENT] Vulture checks recent traces [#5157](https://github.com/grafana/tempo/pull/5157) (@ruslan-mikhailov)\r\n* [ENHANCEMENT] Add jitter in backendworker to avoid thundering herd from workers [#5150](https://github.com/grafana/tempo/pull/5150) (@electron0zero)\r\n* [ENHANCEMENT] TraceQL Metrics: distribute exemplars over time [#5158](https://github.com/grafana/tempo/pull/5158) (@ruslan-mikhailov)\r\n* [ENHANCEMENT] TraceQL Metrics: hard limit number of exemplars [#5158](https://github.com/grafana/tempo/pull/5158) (@ruslan-mikhailov)\r\n\r\n# Bugfixes\r\n\r\n* [BUGFIX] Choose a default step for a gRPC streaming query range request if none is provided. [#4546](https://github.com/grafana/tempo/pull/4576) (@joe-elliott)\r\n  Correctly copy exemplars for metrics like `| rate()` when gRPC streaming.\r\n* [BUGFIX] Make comparison to nil symmetric [#4869](https://github.com/grafana/tempo/pull/4869) (@stoewer)\r\n* [BUGFIX] Fix behavior for queries like {.foo && true} and {.foo || false} [#4855](https://github.com/grafana/tempo/pull/4855) (@stoewer)\r\n* [BUGFIX] Fix performance bottleneck and file cleanup in block builder [#4550](https://github.com/grafana/tempo/pull/4550) (@mdisibio)\r\n* [BUGFIX] Add object name to cache key in ReadRange [#4982](https://github.com/grafana/tempo/pull/4982) (@joe-elliott)\r\n* [BUGFIX] TraceQL incorrect results for additional spanset filters after a select operation [#4600](https://github.com/grafana/tempo/pull/4600) (@mdisibio)\r\n* [BUGFIX] TraceQL metrics incorrect results for queries with multiple filters that reside in non-dedicated columns that also group by the same variable [#4887](https://github.com/grafana/tempo/pull/4887) (@mdisibio)\r\n* [BUGFIX] TraceQL results caching bug for floats ending in .0 [#4539](https://github.com/grafana/tempo/pull/4539) (@carles-grafana)\r\n* [BUGFIX] Rhythm: fix sorting order for partition consumption [#4747](https://github.com/grafana/tempo/pull/4747) (@javiermolinar)\r\n* [BUGFIX] Rhythm: fix block builder to not reuse a block ID if it was already flushed, to prevent read errors [#4872](https://github.com/grafana/tempo/pull/4872) (@mdisibio)\r\n* [BUGFIX] Rhythm: fix ingester to still clear old blocks when not flushing to object storage [#5005](https://github.com/grafana/tempo/pull/5005) (@mdisibio)\r\n* [BUGFIX] Fix rare panic during compaction. [#4915](https://github.com/grafana/tempo/pull/4915) (@joe-elliott)\r\n* [BUGFIX] Fix metrics streaming for all non-trivial metrics [#4624](https://github.com/grafana/tempo/pull/4624) (@joe-elliott)\r\n* [BUGFIX] Fix starting consuming log [#4539](https://github.com/grafana/tempo/pull/4539) (@javiermolinar)\r\n* [BUGFIX] TraceQL: Fix behavior of {} >> { span.attr-that-doesnt-exist != \"foo\" } [#5007](https://github.com/grafana/tempo/pull/5007) (@joe-elliott)\r\n* [BUGFIX] Rhythm - fix adjustment of the start and end range for livetraces blocks [#4746](https://github.com/grafana/tempo/pull/4746) (@javiermolinar)\r\n* [BUGFIX] Return the operand as the only value if the tag is already filtered in the query [#4673](https://github.com/grafana/tempo/pull/4673) (@mapno)\r\n* [BUGFIX] Fix flaky test [#4787](https://github.com/grafana/tempo/pull/4787) [#4995](https://github.com/grafana/tempo/pull/4995) (@javiermolinar)\r\n* [BUGFIX] Fix flaky ingester test [#4846](https://github.com/grafana/tempo/pull/4846) (@javiermolinar)\r\n* [BUGFIX] Include cost attribution when converting from default config to legacy one [#4787](https://github.com/grafana/tempo/pull/4937) (@javiermolinar)\r\n* [BUGFIX] Fix memcached settings for docker compose example [#4346](https://github.com/grafana/tempo/pull/4695) (@ruslan-mikhailov)\r\n* [BUGFIX] Update memcached to respect cancelled context to prevent panic [#5041](https://github.com/grafana/tempo/pull/5041) (@joe-elliott)\r\n* [BUGFIX] Fix frontend cache key generation for TraceQL Metrics queries to prevent collisions. [#5017](https://github.com/grafana/tempo/pull/5017) (@joe-elliott)\r\n* [BUGFIX] Fix setting processors in user configurations overrides via API [#4741](https://github.com/grafana/tempo/pull/4741) (@ruslan-mikhailov)\r\n* [BUGFIX] Fix panic on startup [#4744](https://github.com/grafana/tempo/pull/4744) (@ruslan-mikhailov)\r\n* [BUGFIX] Fix intrinsic tag lookups dropped when max tag lookup response size is exceeded [#4784](https://github.com/grafana/tempo/pull/4784) (@mdisibio)\r\n* [BUGFIX] Use canonical bytesize when parsing partition.id in the distributor [#5033](https://github.com/grafana/tempo/pull/5033) (@javiermolinar)\r\n* [BUGFIX] Measure the write latency on append errors [#5034](https://github.com/grafana/tempo/pull/5034) (@javiermolinar)\r\n* [BUGFIX] Correctly cache frontend jobs for query range (TraceQL Metrics). [#4771](https://github.com/grafana/tempo/pull/4771) (@joe-elliott)\r\n* [BUGFIX] Fix error propagation in the SyncIterator. [#5045](https://github.com/grafana/tempo/pull/5045) (@joe-elliott)\r\n* [BUGFIX] Apply the artificial latency even on pushTrace errors  [#5153](https://github.com/grafana/tempo/pull/5153) (@javiermolinar)\r\n* [BUGFIX] Various edge case fixes for query range (TraceQL Metrics) [#4962](https://github.com/grafana/tempo/pull/4962) (@ruslan-mikhailov)\r\n* [BUGFIX] Fix mixin to include otlp_v1_traces http write route [#5072](https://github.com/grafana/tempo/pull/5072) (@mdisibio)\r\n* [BUGFIX] Fix `TempoBlockListRisingQuickly` alert grouping. [#4876](https://github.com/grafana/tempo/pull/4876) (@mapno)\r\n* [BUGFIX] Reset `SkipMetricsGeneration` before reuse. [#5117](https://github.com/grafana/tempo/pull/5117) (@flxbk)\r\n* [BUGFIX] Fix metrics generator host info processor overrides config. [#5118](https://github.com/grafana/tempo/pull/5118) (@rlankfo)\r\n* [BUGFIX] Fix metrics generator target_info to skip attributes with no name to prevent downstream errors [#5148](https://github.com/grafana/tempo/pull/5148) (@mdisibio)\r\n* [BUGFIX] Fix for queried number of exemplars (TraceQL Metrics) [#5115](https://github.com/grafana/tempo/pull/5115) (@ruslan-mikhailov)\r\n* [BUGFIX] Excluded nestedSetParent and other values from compare() function [#5196](https://github.com/grafana/tempo/pull/5196) (@mdisibio)\r\n* [BUGFIX] Fix distributor issue where a hash collision could lead to spans stored incorrectly [#5186](https://github.com/grafana/tempo/pull/5186) (@mdisibio)\r\n* [BUGFIX] Fix structural metrics rate by aggregation [#5204](https://github.com/grafana/tempo/pull/5204) (@zalegrala)\r\n* [BUGFIX] TraceQL Metrics: right exemplars for histogram and quantiles [#5145](https://github.com/grafana/tempo/pull/5145) 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Enhancements\r\n\r\n* [ENHANCEMENT] TraceQL Metrics: distribute exemplars over time [#5158](https://github.com/grafana/tempo/pull/5158) (@ruslan-mikhailov)\r\n* [ENHANCEMENT] TraceQL Metrics: hard limit number of exemplars [#5158](https://github.com/grafana/tempo/pull/5158) (@ruslan-mikhailov)\r\n\r\n# Bugfixes\r\n\r\n* [BUGFIX] Excluded nestedSetParent and other values from compare() function [#5196](https://github.com/grafana/tempo/pull/5196) (@mdisibio)\r\n* [BUGFIX] Fix distributor issue where a hash collision could lead to spans stored incorrectly [#5186](https://github.com/grafana/tempo/pull/5186) (@mdisibio)\r\n* [BUGFIX] Fix structural metrics rate by aggregation [#5204](https://github.com/grafana/tempo/pull/5204) (@zalegrala)\r\n* [BUGFIX] TraceQL Metrics: right exemplars for histogram and quantiles [#5145](https://github.com/grafana/tempo/pull/5145) 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Breaking Changes\r\n\r\n* [CHANGE] **BREAKING CHANGE** Change default http-listen-port from 80 to 3200 [#4960](https://github.com/grafana/tempo/pull/4960) (@martialblog)\r\n* [CHANGE] **BREAKING CHANGE** Upgrade OTEL Collector to v0.122.1 [#4893](https://github.com/grafana/tempo/pull/4893) (@javiermolinar)\r\n  The `name` dimension from `tempo_receiver_accepted_span` and `tempo_receiver_refused_spans` changes from `tempo/jaeger_receiver` to `jaeger/jaeger_receiver`\r\n* [CHANGE] **BREAKING CHANGE** Convert SLO metric `query_frontend_bytes_processed_per_second` from a histogram to a counter as it's more performant. [#4748](https://github.com/grafana/tempo/pull/4748) (@carles-grafana)\r\n* [CHANGE] **BREAKING CHANGE** Remove tempo serverless [#4599](https://github.com/grafana/tempo/pull/4599/) (@electron0zero)\r\n  Following config options are no longer valid, please remove them if you are using these in your tempo config:\r\n  ```\r\n  querier:\r\n      search:\r\n          prefer_self: <int>\r\n          external_hedge_requests_at: <duration>\r\n          external_hedge_requests_up_to:  <duration>\r\n          external_backend: <string>\r\n          google_cloud_run: <string>\r\n          external_endpoints: <array>\r\n  ```\r\n  Tempo serverless related metric `tempo_querier_external_endpoint_duration_seconds`,  `tempo_querier_external_endpoint_hedged_roundtrips_total` and `tempo_feature_enabled` are being removed.\r\n* [CHANGE] **BREAKING CHANGE** Removed `internal_error` as a reason from `tempo_discarded_spans_total`. [#4554](https://github.com/grafana/tempo/pull/4554) (@joe-elliott)\r\n* [CHANGE] **BREAKING CHANGE** Enforce max attribute size at event, link, and instrumentation scope. Make config per-tenant.\r\n  Renamed max_span_attr_byte to max_attribute_bytes [#4633](https://github.com/grafana/tempo/pull/4633) (@ie-pham)\r\n* [CHANGE] **BREAKING CHANGE** Removed otel jaeger exporter. [#4926](https://github.com/grafana/tempo/pull/4926) (@javiermolinar)\r\n\r\n# Changes\r\n\r\n* [CHANGE] Update query range error message [#4929](https://github.com/grafana/tempo/pull/4929) (@joey-grafana)\r\n* [CHANGE] Improve rate limit error message when traces size exceeds rate limit [#4986](https://github.com/grafana/tempo/pull/4986/) (@electron0zero)\r\n* [CHANGE] Tempo Query: replace opentracing-contrib/go-grpc by otelgrpc. [#4958](https://github.com/grafana/tempo/pull/4958) (@javiermolinar)\r\n* [CHANGE] Improve parquet readers io.ReaderAt compatibility [#4963](https://github.com/grafana/tempo/pull/4963) (@joe-elliott)\r\n* [CHANGE] Finish polling current tenants on poller shutdown [#4897](https://github.com/grafana/tempo/pull/4897) (@zalegrala)\r\n* [CHANGE] Set querier default level to INFO [#4943](https://github.com/grafana/tempo/pull/4943) (@javiermolinar)\r\n* [CHANGE] Change retention to honor compactor disablement [#5044](https://github.com/grafana/tempo/pull/5044) (@zalegrala)\r\n* [CHANGE] Continue on error in tempo-cli rewrite-blocks [#5043](https://github.com/grafana/tempo/pull/5043) (@zalegrala)\r\n* [CHANGE] Update jsonnet memcached and exporter image versions [#5056](https://github.com/grafana/tempo/pull/5056) (@zalegrala)\r\n* [CHANGE] Enforce max series in response for metrics queries with new query-frontend configuration [#4525](https://github.com/grafana/tempo/pull/4525) (@ie-pham)\r\n* [CHANGE] Update to go 1.24.3 [#5110](https://github.com/grafana/tempo/pull/5110) (@stoewer)\r\n* [CHANGE] Update to go 1.24.2 [#5057](https://github.com/grafana/tempo/pull/5057) [#5082](https://github.com/grafana/tempo/pull/5082) (@carsontham)\r\n* [CHANGE] Update to go 1.24.1 [#4704](https://github.com/grafana/tempo/pull/4704) (@ruslan-mikhailov) [#4793](https://github.com/grafana/tempo/pull/4793) (@javiermolinar)\r\n\r\n# Features\r\n\r\n* [FEATURE] Added most_recent=true query hint to TraceQL to return most recent results. [#4238](https://github.com/grafana/tempo/pull/4238) (@joe-elliott)\r\n* [FEATURE] TraceQL metrics: sum_over_time [#4786](https://github.com/grafana/tempo/pull/4786) (@javiermolinar)\r\n* [FEATURE] Add support for topk and bottomk functions for TraceQL metrics [#4646](https://github.com/grafana/tempo/pull/4646/) (@electron0zero)\r\n* [FEATURE] TraceQL: add support for querying by parent span id [#4692](https://github.com/grafana/tempo/pull/4692) (@ie-pham)\r\n\r\n# Enhancements\r\n\r\n* [ENHANCEMENT] Add throughput SLO and metrics for the TraceByID endpoint. [#4668](https://github.com/grafana/tempo/pull/4668) (@carles-grafana)\r\nconfigurable via the throughput_bytes_slo field, and it will populate op=\"traces\" label in slo and throughput metrics.\r\n* [ENHANCEMENT] Add ability to add artificial delay to push requests [#4716](https://github.com/grafana/tempo/pull/4716) [#4899](https://github.com/grafana/tempo/pull/4899) [#5035](https://github.com/grafana/tempo/pull/5035) (@yvrhdn, @mapno)\r\n* [ENHANCEMENT] tempo-vulture now generates spans with a parent, instead of only root spans [#5154](https://github.com/grafana/tempo/pull/5154) (@carles-grafana)\r\n* [ENHANCEMENT] Add default mutex and blocking values. [#4979](https://github.com/grafana/tempo/pull/4979) (@mattdurham) \r\n* [ENHANCEMENT] Improve Tempo build options [#4755](https://github.com/grafana/tempo/pull/4755) (@stoewer)\r\n* [ENHANCEMENT] Rewrite traces using rebatching [#4690](https://github.com/grafana/tempo/pull/4690) (@stoewer @joe-elliott)\r\n* [ENHANCEMENT] Reorder span iterators [#4754](https://github.com/grafana/tempo/pull/4754) (@stoewer)\r\n* [ENHANCEMENT] Update minio to version [#4341](https://github.com/grafana/tempo/pull/4568) (@javiermolinar)\r\n* [ENHANCEMENT] Prevent queries in the ingester from blocking flushing traces to disk and memory spikes. [#4483](https://github.com/grafana/tempo/pull/4483) (@joe-elliott)\r\n* [ENHANCEMENT] Update tempo operational dashboard for new block-builder and v2 traces api [#4559](https://github.com/grafana/tempo/pull/4559) (@mdisibio)\r\n* [ENHANCEMENT] Improve metrics-generator performance and stability by applying queue back pressure and concurrency [#4721](https://github.com/grafana/tempo/pull/4721) (@mdisibio)\r\n* [ENHANCEMENT] Improve block-builder performance by flushing blocks concurrently [#4565](https://github.com/grafana/tempo/pull/4565) (@mdisibio)\r\n* [ENHANCEMENT] Improve block-builder performance [#4596](https://github.com/grafana/tempo/pull/4596) (@mdisibio)\r\n* [ENHANCEMENT] Improve block-builder performance by not using WAL stage [#4647](https://github.com/grafana/tempo/pull/4647) [#4671](https://github.com/grafana/tempo/pull/4671) (@mdisibio)\r\n* [ENHANCEMENT] Export new `tempo_ingest_group_partition_lag` metric from block-builders and metrics-generators [#4571](https://github.com/grafana/tempo/pull/4571) (@mdisibio)\r\n* [ENHANCEMENT] Overall iterator performance improvement by using max definition level to ignore parts of the RowNumber while nexting. [#4753](https://github.com/grafana/tempo/pull/4753) (@joe-elliott)\r\n* [ENHANCEMENT] Use distroless base container images for improved security [#4556](https://github.com/grafana/tempo/pull/4556) (@carles-grafana)\r\n* [ENHANCEMENT] Rhythm: add block builder to resources dashboard [#4556](https://github.com/grafana/tempo/pull/4669) (@javiermolinar)\r\n* [ENHANCEMENT] Upgrade prometheus to version 3.1.0 [#4805](https://github.com/grafana/tempo/pull/4805) (@javiermolinar)\r\n* [ENHANCEMENT] Update dskit to latest version [#4681](https://github.com/grafana/tempo/pull/4681) (@javiermolinar) [#4865](https://github.com/grafana/tempo/pull/4865) (@javiermolinar)\r\n* [ENHANCEMENT] Increase query-frontend default batch size [#4844](https://github.com/grafana/tempo/pull/4844) (@javiermolinar) \r\n* [ENHANCEMENT] Improve TraceQL perf by reverting EqualRowNumber to an inlineable function.[#4705](https://github.com/grafana/tempo/pull/4705) (@joe-elliott)\r\n* [ENHANCEMENT] Rhythm: Implement MaxBytesPerCycle [#4835](https://github.com/grafana/tempo/pull/4835) (@javiermolinar)\r\n* [ENHANCEMENT] Rhythm: fair partition consumption in blockbuilders [#4655](https://github.com/grafana/tempo/pull/4655) (@javiermolinar)\r\n* [ENHANCEMENT] Rhythm: retry on commit error [#4874](https://github.com/grafana/tempo/pull/4874) (@javiermolinar)\r\n* [ENHANCEMENT] Skip creating one span-traces for every pushed spans in metrics generator [#4844](https://github.com/grafana/tempo/pull/4844) (@javiermolinar)\r\n* [ENHANCEMENT] Improve Tempo / Writes dashboard by adding a kafka panel [#4947](https://github.com/grafana/tempo/pull/4947) (@javiermolinar)\r\n* [ENHANCEMENT] Improve memcached memory usage by pooling buffers [#4970](https://github.com/grafana/tempo/pull/4970) (@joe-elliott)\r\n* [ENHANCEMENT] metrics-generator: allow skipping localblocks and consuming from a different source of data [#4686](https://github.com/grafana/tempo/pull/4686) (@flxbk)\r\n* [ENHANCEMENT] compactor: restore dedicated columns logging for completed blocks [#4832](https://github.com/grafana/tempo/pull/4832) (@edgarkz)\r\n* [ENHANCEMENT] Compactor: pooling changes to reduce memory usage [#4985](https://github.com/grafana/tempo/pull/4985) (@mdisibio)\r\n* [ENHANCEMENT] distributor: add IPv6 support [#4840](https://github.com/grafana/tempo/pull/4840) (@gjacquet)\r\n* [ENHANCEMENT] Support TraceQL Metrics checks in Vulture [#4886](https://github.com/grafana/tempo/pull/4886) (@ruslan-mikhailov)\r\n* [ENHANCEMENT] Add memcached to the resources dashboard [#5049](https://github.com/grafana/tempo/pull/5049) (@javiermolinar)\r\n* [ENHANCEMENT] Include partition owned metric for blockbuilders [#5042](https://github.com/grafana/tempo/pull/5042) (@javiermolinar)\r\n* [ENHANCEMENT] Query-frontend: logs add msg to the log line [#4975](https://github.com/grafana/tempo/pull/4975) (@jmichalek132)\r\n* [ENHANCEMENT] Host Info Processor: track host identifying resource attribute in metric [#5152](https://github.com/grafana/tempo/pull/5152) (@rlankfo)\r\n* [ENHANCEMENT] Vulture checks recent traces [#5157](https://github.com/grafana/tempo/pull/5157) (@ruslan-mikhailov)\r\n* [ENHANCEMENT] Add jitter in backendworker to avoid thundering herd from workers [#5150](https://github.com/grafana/tempo/pull/5150) (@electron0zero)\r\n\r\n# Bugfixes\r\n\r\n* [BUGFIX] Choose a default step for a gRPC streaming query range request if none is provided. [#4546](https://github.com/grafana/tempo/pull/4576) (@joe-elliott)\r\n  Correctly copy exemplars for metrics like `| rate()` when gRPC streaming.\r\n* [BUGFIX] Make comparison to nil symmetric [#4869](https://github.com/grafana/tempo/pull/4869) (@stoewer)\r\n* [BUGFIX] Fix behavior for queries like {.foo && true} and {.foo || false} [#4855](https://github.com/grafana/tempo/pull/4855) (@stoewer)\r\n* [BUGFIX] Fix performance bottleneck and file cleanup in block builder [#4550](https://github.com/grafana/tempo/pull/4550) (@mdisibio)\r\n* [BUGFIX] Add object name to cache key in ReadRange [#4982](https://github.com/grafana/tempo/pull/4982) (@joe-elliott)\r\n* [BUGFIX] TraceQL incorrect results for additional spanset filters after a select operation [#4600](https://github.com/grafana/tempo/pull/4600) (@mdisibio)\r\n* [BUGFIX] TraceQL metrics incorrect results for queries with multiple filters that reside in non-dedicated columns that also group by the same variable [#4887](https://github.com/grafana/tempo/pull/4887) (@mdisibio)\r\n* [BUGFIX] TraceQL results caching bug for floats ending in .0 [#4539](https://github.com/grafana/tempo/pull/4539) (@carles-grafana)\r\n* [BUGFIX] Rhythm: fix sorting order for partition consumption [#4747](https://github.com/grafana/tempo/pull/4747) (@javiermolinar)\r\n* [BUGFIX] Rhythm: fix block builder to not reuse a block ID if it was already flushed, to prevent read errors [#4872](https://github.com/grafana/tempo/pull/4872) (@mdisibio)\r\n* [BUGFIX] Rhythm: fix ingester to still clear old blocks when not flushing to object storage [#5005](https://github.com/grafana/tempo/pull/5005) (@mdisibio)\r\n* [BUGFIX] Fix rare panic during compaction. [#4915](https://github.com/grafana/tempo/pull/4915) (@joe-elliott)\r\n* [BUGFIX] Fix metrics streaming for all non-trivial metrics [#4624](https://github.com/grafana/tempo/pull/4624) (@joe-elliott)\r\n* [BUGFIX] Fix starting consuming log [#4539](https://github.com/grafana/tempo/pull/4539) (@javiermolinar)\r\n* [BUGFIX] TraceQL: Fix behavior of {} >> { span.attr-that-doesnt-exist != \"foo\" } [#5007](https://github.com/grafana/tempo/pull/5007) (@joe-elliott)\r\n* [BUGFIX] Rhythm - fix adjustment of the start and end range for livetraces blocks [#4746](https://github.com/grafana/tempo/pull/4746) (@javiermolinar)\r\n* [BUGFIX] Return the operand as the only value if the tag is already filtered in the query [#4673](https://github.com/grafana/tempo/pull/4673) (@mapno)\r\n* [BUGFIX] Fix flaky test [#4787](https://github.com/grafana/tempo/pull/4787) [#4995](https://github.com/grafana/tempo/pull/4995) (@javiermolinar)\r\n* [BUGFIX] Fix flaky ingester test [#4846](https://github.com/grafana/tempo/pull/4846) (@javiermolinar)\r\n* [BUGFIX] Include cost attribution when converting from default config to legacy one [#4787](https://github.com/grafana/tempo/pull/4937) (@javiermolinar)\r\n* [BUGFIX] Fix memcached settings for docker compose example [#4346](https://github.com/grafana/tempo/pull/4695) (@ruslan-mikhailov)\r\n* [BUGFIX] Update memcached to respect cancelled context to prevent panic [#5041](https://github.com/grafana/tempo/pull/5041) (@joe-elliott)\r\n* [BUGFIX] Fix frontend cache key generation for TraceQL Metrics queries to prevent collisions. [#5017](https://github.com/grafana/tempo/pull/5017) (@joe-elliott)\r\n* [BUGFIX] Fix setting processors in user configurations overrides via API [#4741](https://github.com/grafana/tempo/pull/4741) (@ruslan-mikhailov)\r\n* [BUGFIX] Fix panic on startup [#4744](https://github.com/grafana/tempo/pull/4744) (@ruslan-mikhailov)\r\n* [BUGFIX] Fix intrinsic tag lookups dropped when max tag lookup response size is exceeded [#4784](https://github.com/grafana/tempo/pull/4784) (@mdisibio)\r\n* [BUGFIX] Use canonical bytesize when parsing partition.id in the distributor [#5033](https://github.com/grafana/tempo/pull/5033) (@javiermolinar)\r\n* [BUGFIX] Measure the write latency on append errors [#5034](https://github.com/grafana/tempo/pull/5034) (@javiermolinar)\r\n* [BUGFIX] Correctly cache frontend jobs for query range (TraceQL Metrics). [#4771](https://github.com/grafana/tempo/pull/4771) (@joe-elliott)\r\n* [BUGFIX] Fix error propagation in the SyncIterator. [#5045](https://github.com/grafana/tempo/pull/5045) (@joe-elliott)\r\n* [BUGFIX] Apply the artificial latency even on pushTrace errors  [#5153](https://github.com/grafana/tempo/pull/5153) (@javiermolinar)\r\n* [BUGFIX] Various edge case fixes for query range (TraceQL Metrics) [#4962](https://github.com/grafana/tempo/pull/4962) (@ruslan-mikhailov)\r\n* [BUGFIX] Fix mixin to include otlp_v1_traces http write route [#5072](https://github.com/grafana/tempo/pull/5072) (@mdisibio)\r\n* [BUGFIX] Fix `TempoBlockListRisingQuickly` alert grouping. [#4876](https://github.com/grafana/tempo/pull/4876) (@mapno)\r\n* [BUGFIX] Reset `SkipMetricsGeneration` before reuse. [#5117](https://github.com/grafana/tempo/pull/5117) (@flxbk)\r\n* [BUGFIX] Fix metrics generator host info processor overrides config. [#5118](https://github.com/grafana/tempo/pull/5118) (@rlankfo)\r\n* [BUGFIX] Fix metrics generator target_info to skip attributes with no name to prevent downstream errors [#5148](https://github.com/grafana/tempo/pull/5148) (@mdisibio)\r\n* [BUGFIX] Fix for queried number of exemplars (TraceQL Metrics) [#5115](https://github.com/grafana/tempo/pull/5115) (@ruslan-mikhailov)","reactions":{"url":"https://api.github.com/repos/grafana/tempo/releases/221845979/reactions","total_count":1,"+1":0,"-1":0,"laugh":0,"hooray":0,"confused":0,"heart":0,"rocket":1,"eyes":0},"mentions_count":20},{"url":"https://api.github.com/repos/grafana/tempo/releases/208200779","assets_url":"https://api.github.com/repos/grafana/tempo/releases/208200779/assets","upload_url":"https://uploads.github.com/repos/grafana/tempo/releases/208200779/assets{?name,label}","html_url":"https://github.com/grafana/tempo/releases/tag/v2.7.2","id":208200779,"author":{"login":"tempo-gh-bot[bot]","id":181407358,"node_id":"BOT_kgDOCtAOfg","avatar_url":"https://avatars.githubusercontent.com/in/996466?v=4","gravatar_id":"","url":"https://api.github.com/users/tempo-gh-bot%5Bbot%5D","html_url":"https://github.com/apps/tempo-gh-bot","followers_url":"https://api.github.com/users/tempo-gh-bot%5Bbot%5D/followers","following_url":"https://api.github.com/users/tempo-gh-bot%5Bbot%5D/following{/other_user}","gists_url":"https://api.github.com/users/tempo-gh-bot%5Bbot%5D/gists{/gist_id}","starred_url":"https://api.github.com/users/tempo-gh-bot%5Bbot%5D/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/tempo-gh-bot%5Bbot%5D/subscriptions","organizations_url":"https://api.github.com/users/tempo-gh-bot%5Bbot%5D/orgs","repos_url":"https://api.github.com/users/tempo-gh-bot%5Bbot%5D/repos","events_url":"https://api.github.com/users/tempo-gh-bot%5Bbot%5D/events{/privacy}","received_events_url":"https://api.github.com/users/tempo-gh-bot%5Bbot%5D/received_events","type":"Bot","user_view_type":"public","site_admin":false},"node_id":"RE_kwDODhHskM4MaORL","tag_name":"v2.7.2","target_commitish":"main","name":"v2.7.2","draft":false,"immutable":false,"prerelease":false,"created_at":"2025-03-25T17:43:43Z","updated_at":"2025-03-25T18:41:04Z","published_at":"2025-03-25T18:41:04Z","assets":[{"url":"https://api.github.com/repos/grafana/tempo/releases/assets/240699007","id":240699007,"node_id":"RA_kwDODhHskM4OWMZ_","name":"SHA256SUMS","label":"","uploader":{"login":"tempo-gh-bot[bot]","id":181407358,"node_id":"BOT_kgDOCtAOfg","avatar_url":"https://avatars.githubusercontent.com/in/996466?v=4","gravatar_id":"","url":"https://api.github.com/users/tempo-gh-bot%5Bbot%5D","html_url":"https://github.com/apps/tempo-gh-bot","followers_url":"https://api.github.com/users/tempo-gh-bot%5Bbot%5D/followers","following_url":"https://api.github.com/users/tempo-gh-bot%5Bbot%5D/following{/other_user}","gists_url":"https://api.github.com/users/tempo-gh-bot%5Bbot%5D/gists{/gist_id}","starred_url":"https://api.github.com/users/tempo-gh-bot%5Bbot%5D/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/tempo-gh-bot%5Bbot%5D/subscriptions","organizations_url":"https://api.github.com/users/tempo-gh-bot%5Bbot%5D/orgs","repos_url":"https://api.github.com/users/tempo-gh-bot%5Bbot%5D/repos","events_url":"https://api.github.com/users/tempo-gh-bot%5Bbot%5D/events{/privacy}","received_events_url":"https://api.github.com/users/tempo-gh-bot%5Bbot%5D/received_events","type":"Bot","user_view_type":"public","site_admin":false},"content_type":"application/octet-stream","state":"uploaded","size":1150,"digest":null,"download_count":1401,"created_at":"2025-03-25T17:51:53Z","updated_at":"2025-03-25T17:51:53Z","browser_download_url":"https://github.com/grafana/tempo/releases/download/v2.7.2/SHA256SUMS"},{"url":"https://api.github.com/repos/grafana/tempo/releases/assets/240699018","id":240699018,"node_id":"RA_kwDODhHskM4OWMaK","name":"tempo_2.7.2_darwin_amd64.tar.gz","label":"","uploader":{"login":"tempo-gh-bot[bot]","id":181407358,"node_id":"BOT_kgDOCtAOfg","avatar_url":"https://avatars.githubusercontent.com/in/996466?v=4","gravatar_id":"","url":"https://api.github.com/users/tempo-gh-bot%5Bbot%5D","html_url":"https://github.com/apps/tempo-gh-bot","followers_url":"https://api.github.com/users/tempo-gh-bot%5Bbot%5D/followers","following_url":"https://api.github.com/users/tempo-gh-bot%5Bbot%5D/following{/other_user}","gists_url":"https://api.github.com/users/tempo-gh-bot%5Bbot%5D/gists{/gist_id}","starred_url":"https://api.github.com/users/tempo-gh-bot%5Bbot%5D/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/tempo-gh-bot%5Bbot%5D/subscriptions","organizations_url":"https://api.github.com/users/tempo-gh-bot%5Bbot%5D/orgs","repos_url":"https://api.github.com/users/tempo-gh-bot%5Bbot%5D/repos","events_url":"https://api.github.com/users/tempo-gh-bot%5Bbot%5D/events{/privacy}","received_events_url":"https://api.github.com/users/tempo-gh-bot%5Bbot%5D/received_events","type":"Bot","user_view_type":"public","site_admin":false},"content_type":"application/gzip","state":"uploaded","size":50515683,"digest":null,"download_count":83,"created_at":"2025-03-25T17:51:53Z","updated_at":"2025-03-25T17:51:56Z","browser_download_url":"https://github.com/grafana/tempo/releases/download/v2.7.2/tempo_2.7.2_darwin_amd64.tar.gz"},{"url":"http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Bugfixes\r\n\r\n* [BUGFIX] Fix rare panic that occurred when a querier modified results from ingesters/generators while they were being marshalled to proto.  [#4790](https://github.com/grafana/tempo/pull/4790) (@joe-elliott)\r\n  This bug also impacted query correctness on recent trace data by returning incomplete results before they were ready.\r\n\r\nThanks to @pavleec for filing an issue bringing the query correctness element of this bug to our attention as well as testing a 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We feel this is a nice balance of resource usage and network traffic. For a discussion on alternatives see https://github.com/grafana/tempo/discussions/4683. [#4696](https://github.com/grafana/tempo/pull/4696) (@joe-elliott)\r\n\r\nThanks to @edgarkz for championing this issue and providing details of the various compression settings on their 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Deprecations\r\n\r\n* Tempo serverless features are now deprecated and will be removed in an upcoming release [#4017](https://github.com/grafana/tempo/pull/4017) @electron0zero\r\n\r\n# Breaking Changes\r\n\r\n* Added maximum spans per span set to prevent queries from overwhelming read path. Users can set `max_spans_per_span_set` to 0 to obtain the old behavior. [#4275](https://github.com/grafana/tempo/pull/4383) (@carles-grafana)\r\n* The dynamic injection of X-Scope-OrgID header for metrics generator remote-writes is changed. If the header is aleady set in per-tenant overrides or global tempo configuration, then it is honored and not overwritten. [#4021](https://github.com/grafana/tempo/pull/4021) (@mdisibio)\r\n* Migrate from OpenTracing to OpenTelemetry instrumentation. Removed the `use_otel_tracer` configuration option. Use the OpenTelemetry environment variables to configure the span exporter [#4028](https://github.com/grafana/tempo/pull/4028),[#3646](https://github.com/grafana/tempo/pull/3646) (@andreasgerstmayr)\r\n  To continue using the Jaeger exporter, use the following environment variable: OTEL_TRACES_EXPORTER=jaeger\r\n* Update the Open-Telemetry dependencies to v0.116.0 [#4466](https://github.com/grafana/tempo/pull/4466) (@yvrhdn)\r\n  After this update the Open-Telemetry Collector receiver will connect to `localhost` instead of all interfaces `0.0.0.0`.\r\n  Due to this, Tempo installations running inside Docker have to update the address they listen.\r\n  For more details on this change, see [#4465](https://github.com/grafana/tempo/issues/4465)\r\n  For more information about the security risk this change addresses, see https://github.com/open-telemetry/opentelemetry-collector/blob/main/docs/security-best-practices.md#safeguards-against-denial-of-service-attacks\r\n* Removed `querier_forget_delay` setting from the frontend. This configuration option did nothing. [#3996](https://github.com/grafana/tempo/pull/3996) (@joe-elliott)\r\n* Use Prometheus fast regexp for TraceQL regular expression matchers. [#4329](https://github.com/grafana/tempo/pull/4329) (@joe-elliott)\r\n All regular expression matchers will now be fully anchored. `span.foo =~ \"bar\"` will now be evaluated as `span.foo =~ \"^bar$\"`\r\n* By default, attributes are truncated to 2KB. https://github.com/grafana/tempo/pull/4335 (@ie-pham)\r\n\r\n# Changes\r\n\r\n* [CHANGE] Disable gRPC compression in the querier and distributor for performance reasons [#4429](https://github.com/grafana/tempo/pull/4429) (@carles-grafana)\r\n  If you would like to re-enable it, we recommend 'snappy'. Use the following settings:\r\n```\r\ningester_client:\r\n    grpc_client_config:\r\n        grpc_compression: \"snappy\"\r\nmetrics_generator_client:\r\n    grpc_client_config:\r\n        grpc_compression: \"snappy\"\r\nquerier:\r\n    frontend_worker:\r\n        grpc_client_config:\r\n            grpc_compression: \"snappy\"\r\n```\r\n* [CHANGE] slo: include request cancellations within SLO [#4355] (https://github.com/grafana/tempo/pull/4355) (@electron0zero)\r\n  request cancellations are exposed under `result` label in `tempo_query_frontend_queries_total` and `tempo_query_frontend_queries_within_slo_total` with `completed` or `canceled` values to differentiate between completed and canceled requests.\r\n* [CHANGE] update default config values to better align with production workloads [#4340](https://github.com/grafana/tempo/pull/4340) (@electron0zero)\r\n* [CHANGE] tempo-cli: add support for /api/v2/traces endpoint [#4127](https://github.com/grafana/tempo/pull/4127) (@electron0zero)\r\n  **BREAKING CHANGE** The `tempo-cli` now uses the `/api/v2/traces` endpoint by default, \r\n  please use `--v1` flag to use `/api/traces` endpoint, which was the default in previous versions.\r\n* [CHANGE] TraceByID: don't allow concurrent_shards greater than query_shards. [#4074](https://github.com/grafana/tempo/pull/4074) (@electron0zero)\r\n* [CHANGE] **BREAKING CHANGE** The dynamic injection of X-Scope-OrgID header for metrics generator remote-writes is changed. If the header is aleady set in per-tenant overrides or global tempo configuration, then it is honored and not overwritten. [#4021](https://github.com/grafana/tempo/pull/4021) (@mdisibio)\r\n* [CHANGE] **BREAKING CHANGE** Migrate from OpenTracing to OpenTelemetry instrumentation. Removed the `use_otel_tracer` configuration option. Use the OpenTelemetry environment variables to configure the span exporter [#4028](https://github.com/grafana/tempo/pull/4028),[#3646](https://github.com/grafana/tempo/pull/3646) (@andreasgerstmayr)\r\n  To continue using the Jaeger exporter, use the following environment variable: `OTEL_TRACES_EXPORTER=jaeger`.\r\n* [CHANGE] No longer send the final diff in GRPC streaming. Instead we rely on the streamed intermediate results. [#4062](https://github.com/grafana/tempo/pull/4062) (@joe-elliott)\r\n* [CHANGE] Update Go to 1.23.3 [#4146](https://github.com/grafana/tempo/pull/4146) [#4147](https://github.com/grafana/tempo/pull/4147) [#4380](https://github.com/grafana/tempo/pull/4380) (@javiermolinar @mdisibio)\r\n* [CHANGE] Return 422 for TRACE_TOO_LARGE queries [#4160](https://github.com/grafana/tempo/pull/4160) (@zalegrala)\r\n* [CHANGE] Tighten file permissions [#4251](https://github.com/grafana/tempo/pull/4251) (@zalegrala)\r\n* [CHANGE] Drop max live traces log message and rate limit trace too large. [#4418](https://github.com/grafana/tempo/pull/4418) (@joe-elliott)\r\n* [CHANGE] Update the Open-Telemetry dependencies to v0.116.0 [#4466](https://github.com/grafana/tempo/pull/4466) (@yvrhdn)\r\n  **BREAKING CHANGE** After this update the Open-Telemetry Collector receiver will connect to `localhost` instead of all interfaces `0.0.0.0`.\r\n  Due to this, Tempo installations running inside Docker have to update the address they listen.\r\n  For more details on this change, see [#4465](https://github.com/grafana/tempo/issues/4465)\r\n  For more information about the security risk this change addresses, see https://github.com/open-telemetry/opentelemetry-collector/blob/main/docs/security-best-practices.md#safeguards-against-denial-of-service-attacks\r\n\r\n# Features\r\n\r\n* [FEATURE] tempo-cli: support dropping multiple traces in a single operation [#4266](https://github.com/grafana/tempo/pull/4266) (@ndk)\r\n* [FEATURE] Discarded span logging `log_discarded_spans` [#3957](https://github.com/grafana/tempo/issues/3957) (@dastrobu)\r\n* [FEATURE] TraceQL support for instrumentation scope [#3967](https://github.com/grafana/tempo/pull/3967) (@ie-pham)\r\n* [FEATURE] Export cost attribution usage metrics from distributor [#4162](https://github.com/grafana/tempo/pull/4162) (@mdisibio)\r\n* [FEATURE] TraceQL metrics: avg_over_time [#4073](https://github.com/grafana/tempo/pull/4073) (@javiermolinar)\r\n* [FEATURE] TraceQL metrics queries: add min_over_time  [#3975](https://github.com/grafana/tempo/pull/3975) (@javiermolinar)\r\n* [FEATURE] TraceQL metrics queries: add max_over_time  [#4065](https://github.com/grafana/tempo/pull/4065) (@javiermolinar)\r\n* [FEATURE] Limit tags and tag values search [#4320](https://github.com/grafana/tempo/pull/4320) (@javiermolinar)\r\n\r\n# Enhancements\r\n\r\n* [ENHANCEMENT] TraceQL: Add range condition for byte predicates [#4198](https://github.com/grafana/tempo/pull/4198) (@ie-pham)\r\n* [ENHANCEMENT] Add throughput and SLO metrics in the tags and tag values endpoints [#4148](https://github.com/grafana/tempo/pull/4148) (@electron0zero)\r\n* [ENHANCEMENT] **BREAKING CHANGE** Add maximum spans per span set. Users can set `max_spans_per_span_set` to 0 to obtain the old behavior. [#4275](https://github.com/grafana/tempo/pull/4383) (@carles-grafana)\r\n* [ENHANCEMENT] Add query-frontend limit for max length of query expression [#4397](https://github.com/grafana/tempo/pull/4397) (@electron0zero)\r\n* [ENHANCEMENT] distributor: return trace id length when it is invalid [#4407](https://github.com/grafana/tempo/pull/4407) (@carles-grafana)\r\n* [ENHANCEMENT] Changed log level from INFO to DEBUG for the TempoDB Find operation using traceId to reduce excessive/unwanted logs in log search. [#4179](https://github.com/grafana/tempo/pull/4179) (@Aki0x137)\r\n* [ENHANCEMENT] Pushdown collection of results from generators in the querier [#4119](https://github.com/grafana/tempo/pull/4119) (@electron0zero)\r\n* [ENHANCEMENT] The span multiplier now also sources its value from the resource attributes. [#4210](https://github.com/grafana/tempo/pull/4210) (@JunhoeKim)\r\n* [ENHANCEMENT] TraceQL: Attribute iterators collect matched array values [#3867](https://github.com/grafana/tempo/pull/3867) (@electron0zero, @stoewer)\r\n* [ENHANCEMENT] Allow returning partial traces that exceed the MaxBytes limit for V2 [#3941](https://github.com/grafana/tempo/pull/3941) (@javiermolinar)\r\n* [ENHANCEMENT] Added new middleware to validate request query values [#3993](https://github.com/grafana/tempo/pull/3993) (@javiermolinar)\r\n* [ENHANCEMENT] Prevent massive allocations in the frontend if there is not sufficient pressure from the query pipeline. [#3996](https://github.com/grafana/tempo/pull/3996) (@joe-elliott)\r\n  **BREAKING CHANGE** Removed `querier_forget_delay` setting from the frontend. This configuration option did nothing.\r\n* [ENHANCEMENT] Update metrics-generator config in Tempo distributed docker compose example to serve TraceQL metrics [#4003](https://github.com/grafana/tempo/pull/4003) (@javiermolinar)\r\n* [ENHANCEMENT] Reduce allocs related to marshalling dedicated columns repeatedly in the query frontend. [#4007](https://github.com/grafana/tempo/pull/4007) (@joe-elliott)\r\n* [ENHANCEMENT] Improve performance of TraceQL queries [#4114](https://github.com/grafana/tempo/pull/4114) (@mdisibio)\r\n* [ENHANCEMENT] Improve performance of TraceQL queries [#4163](https://github.com/grafana/tempo/pull/4163) (@mdisibio) \r\n* [ENHANCEMENT] Improve performance of some TraceQL queries using select() operation [#4438](https://github.com/grafana/tempo/pull/4438) (@mdisibio)\r\n* [ENHANCEMENT] Reduce memory usage of classic histograms in the span-metrics and service-graphs processors [#4232](https://github.com/grafana/tempo/pull/4232) (@mdisibio)\r\n* [ENHANCEMENT] Implement simple Fetch by key for cache items  [#4032](https://github.com/grafana/tempo/pull/4032) (@javiermolinar)\r\n* [ENHANCEMENT] Write tenantindex as proto and json with a preference for proto [#4072](https://github.com/grafana/tempo/pull/4072) (@zalegrala)\r\n* [ENHANCEMENT] Pool zstd encoding/decoding for tempodb/backend [#4208](https://github.com/grafana/tempo/pull/4208) (@zalegrala)\r\n* [ENHANCEMENT] Send semver version in api/stattus/buildinfo for cloud deployments [#4110](https://github.com/grafana/tempo/pull/4110) [@Aki0x137]\r\n* [ENHANCEMENT] Add completed block validation on startup.[#4256](https://github.com/grafana/tempo/pull/4256) (@joe-elliott)\r\n* [ENHANCEMENT] Speedup DistinctString and ScopedDistinctString collectors [#4109](https://github.com/grafana/tempo/pull/4109) (@electron0zero)\r\n* [ENHANCEMENT] Speedup collection of results from ingesters in the querier [#4100](https://github.com/grafana/tempo/pull/4100) (@electron0zero)\r\n* [ENHANCEMENT] Speedup DistinctValue collector and exit early for ingesters [#4104](https://github.com/grafana/tempo/pull/4104) (@electron0zero)\r\n* [ENHANCEMENT] Add disk caching in ingester SearchTagValuesV2 for completed blocks [#4069](https://github.com/grafana/tempo/pull/4069) (@electron0zero)\r\n* [ENHANCEMENT] Add a max flush attempts and metric to the metrics generator [#4254](https://github.com/grafana/tempo/pull/4254) (@joe-elliott)\r\n* [ENHANCEMENT] Collection of query-frontend changes to reduce allocs. [#4242](https://github.com/grafana/tempo/pull/4242) (@joe-elliott)\r\n* [ENHANCEMENT] Added `insecure-skip-verify` option in tempo-cli to skip SSL certificate validation when connecting to the S3 backend. [#4259](https://github.com/grafana/tempo/pull/4259) (@faridtmammadov)\r\n* [ENHANCEMENT] Add `invalid_utf8` to reasons spanmetrics will discard spans. [#4293](https://github.com/grafana/tempo/pull/4293) (@zalegrala)\r\n* [ENHANCEMENT] Reduce frontend and querier allocations by dropping HTTP headers early in the pipeline. [#4298](https://github.com/grafana/tempo/pull/4298) (@joe-elliott)\r\n* [ENHANCEMENT] Reduce ingester working set by improving prelloc behavior. [#4344](https://github.com/grafana/tempo/pull/4344),[#4369](https://github.com/grafana/tempo/pull/4369)  (@joe-elliott)\r\n  Added tunable prealloc env vars PREALLOC_BKT_SIZE, PREALLOC_NUM_BUCKETS, PREALLOC_MIN_BUCKET and metric tempo_ingester_prealloc_miss_bytes_total to observe and tune prealloc behavior.\r\n* [ENHANCEMENT] Use Prometheus fast regexp for TraceQL regular expression matchers. [#4329](https://github.com/grafana/tempo/pull/4329) (@joe-elliott)\r\n  **BREAKING CHANGE** All regular expression matchers will now be fully anchored. `span.foo =~ \"bar\"` will now be evaluated as `span.foo =~ \"^bar$\"`\r\n* [ENHANCEMENT] Reuse generator code to better refuse \"too large\" traces. [#4365](https://github.com/grafana/tempo/pull/4365) (@joe-elliott)\r\n  This will cause the ingester to more aggressively and correctly refuse traces. Also added two metrics to better track bytes consumed per tenant in the ingester.\r\n  `tempo_metrics_generator_live_trace_bytes` and `tempo_ingester_live_trace_bytes`.\r\n* [ENHANCEMENT] Reduce goroutines in all non-querier components. [#4484](https://github.com/grafana/tempo/pull/4484) (@joe-elliott)\r\n\r\n# Bugfixes\r\n\r\n* [BUGFIX] Handle invalid TraceQL query filter in tag values v2 disk cache [#4392](https://github.com/grafana/tempo/pull/4392) (@electron0zero)\r\n* [BUGFIX] Replace hedged requests roundtrips total with a counter. [#4063](https://github.com/grafana/tempo/pull/4063) [#4078](https://github.com/grafana/tempo/pull/4078) (@galalen)\r\n* [BUGFIX] Metrics generators: Correctly drop from the ring before stopping ingestion to reduce drops during a rollout. [#4101](https://github.com/grafana/tempo/pull/4101) (@joe-elliott)\r\n* [BUGFIX] Correctly handle 400 Bad Request and 404 Not Found in gRPC streaming [#4144](https://github.com/grafana/tempo/pull/4144) (@mapno)\r\n* [BUGFIX] Correctly handle Authorization header in gRPC streaming [#4419](https://github.com/grafana/tempo/pull/4419) (@mdisibio)\r\n* [BUGFIX] Pushes a 0 to classic histogram's counter when the series is new to allow Prometheus to start from a non-null value. [#4140](https://github.com/grafana/tempo/pull/4140) (@mapno)\r\n* [BUGFIX] Fix counter samples being downsampled by backdate to the previous minute the initial sample when the series is new [#4236](https://github.com/grafana/tempo/pull/4236) (@javiermolinar)\r\n* [BUGFIX] Fix traceql metrics returning incorrect data for falsey queries and unscoped attributes [#4409](https://github.com/grafana/tempo/pull/4409) (@mdisibio)\r\n* [BUGFIX] Fix traceql metrics time range handling at the cutoff between recent and backend data [#4257](https://github.com/grafana/tempo/issues/4257) (@mdisibio)\r\n* [BUGFIX] Fix several issues with exemplar values for traceql metrics [#4366](https://github.com/grafana/tempo/pull/4366) [#4404](https://github.com/grafana/tempo/pull/4404) (@mdisibio)\r\n* [BUGFIX] Skip computing exemplars for instant queries. [#4204](https://github.com/grafana/tempo/pull/4204) (@javiermolinar)\r\n* [BUGFIX] Gave context to orphaned spans related to various maintenance processes. [#4260](https://github.com/grafana/tempo/pull/4260) (@joe-elliott)\r\n* [BUGFIX] Initialize histogram buckets to 0 to avoid downsampling. [#4366](https://github.com/grafana/tempo/pull/4366) (@javiermolinar)\r\n* [BUGFIX] Utilize S3Pass and S3User parameters in tempo-cli options, which were previously unused in the code. [#4259](https://github.com/grafana/tempo/pull/4259) (@faridtmammadov)\r\n* [BUGFIX] Fixed an issue in the generator where the first batch was counted 2x against a traces size. [#4365](https://github.com/grafana/tempo/pull/4365) (@joe-elliott)\r\n* [BUGFIX] Fix compaction bug in SingleBinaryMode that could lead to 2x, 3x, etc TraceQL metrics results [#4446](https://github.com/grafana/tempo/pull/4446) (@mdisibio)\r\n* [BUGFIX] Unstable compactors can occasionally duplicate data. Check for job ownership during compaction and cancel a job if ownership changes. [#4420](https://github.com/grafana/tempo/pull/4420) (@joe-elliott)","reactions":{"url":"https://api.github.com/repos/grafana/tempo/releases/194498143/reactions","total_count":5,"+1":0,"-1":0,"laugh":0,"hooray":3,"confused":0,"heart":0,"rocket":2,"eyes":0},"mentions_count":17}]