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feat(telemetry): add Phase 6 StatsD metrics, ledger/peer spans, and expanded dashboards
Integrate the existing StatsD metrics pipeline (beast::insight) into the OpenTelemetry observability stack and add new trace spans for ledger build/store/validate and peer proposal/validation receive. Phase 5b — Ledger, peer, and transaction spans: - Add ledger.build span with close time attributes in BuildLedger.cpp - Add tx.apply span with tx_count/tx_failed in BuildLedger.cpp - Add ledger.store and ledger.validate spans in LedgerMaster.cpp - Add peer.proposal.receive span with trusted attribute in PeerImp.cpp - Add peer.validation.receive span with ledger_hash, full, trusted attributes in PeerImp.cpp - Add ledger-operations and peer-network Grafana dashboards Phase 6 — StatsD metrics integration: - Add StatsD UDP receiver (port 8125) to OTel Collector - Add 5 StatsD Grafana dashboards: node health, network traffic, overlay traffic detail, ledger data sync, RPC pathfinding - Add 09-data-collection-reference.md cataloging all metrics/spans - Update existing dashboards with new span panels - Expand telemetry runbook and integration test script - Add codecov exclusions for telemetry modules Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
This commit is contained in:
Pratik Mankawde
@@ -62,19 +62,20 @@ All spans instrumented in xrpld, grouped by subsystem:
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### RPC Spans (Phase 2)
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| Span Name | Source File | Attributes | Description |
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| -------------------- | --------------------- | ------------------------------------------------------- | -------------------------------------------------- |
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| `rpc.request` | ServerHandler.cpp:271 | — | Top-level HTTP RPC request |
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| `rpc.process` | ServerHandler.cpp:573 | — | RPC processing (child of rpc.request) |
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| `rpc.ws_message` | ServerHandler.cpp:384 | — | WebSocket RPC message |
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| `rpc.command.<name>` | RPCHandler.cpp:161 | `xrpl.rpc.command`, `xrpl.rpc.version`, `xrpl.rpc.role` | Per-command span (e.g., `rpc.command.server_info`) |
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| Span Name | Source File | Attributes | Description |
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| -------------------- | --------------------- | ---------------------------------------------------------------------------------------------------------------------------- | -------------------------------------------------- |
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| `rpc.request` | ServerHandler.cpp:271 | — | Top-level HTTP RPC request |
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| `rpc.process` | ServerHandler.cpp:573 | — | RPC processing (child of rpc.request) |
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| `rpc.ws_message` | ServerHandler.cpp:384 | — | WebSocket RPC message |
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| `rpc.command.<name>` | RPCHandler.cpp:161 | `xrpl.rpc.command`, `xrpl.rpc.version`, `xrpl.rpc.role`, `xrpl.rpc.status`, `xrpl.rpc.duration_ms`, `xrpl.rpc.error_message` | Per-command span (e.g., `rpc.command.server_info`) |
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### Transaction Spans (Phase 3)
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| Span Name | Source File | Attributes | Description |
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| ------------ | ------------------- | ----------------------------------------------- | ------------------------------------- |
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| `tx.process` | NetworkOPs.cpp:1227 | `xrpl.tx.hash`, `xrpl.tx.local`, `xrpl.tx.path` | Transaction submission and processing |
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| `tx.receive` | PeerImp.cpp:1273 | `xrpl.peer.id` | Transaction received from peer relay |
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| Span Name | Source File | Attributes | Description |
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| ------------ | ------------------- | ---------------------------------------------------------------------- | ------------------------------------- |
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| `tx.process` | NetworkOPs.cpp:1227 | `xrpl.tx.hash`, `xrpl.tx.local`, `xrpl.tx.path` | Transaction submission and processing |
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| `tx.receive` | PeerImp.cpp:1273 | `xrpl.peer.id`, `xrpl.tx.hash`, `xrpl.tx.suppressed`, `xrpl.tx.status` | Transaction received from peer relay |
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| `tx.apply` | BuildLedger.cpp:88 | `xrpl.ledger.seq`, `xrpl.ledger.tx_count`, `xrpl.ledger.tx_failed` | Transaction set applied per ledger |
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### Consensus Spans (Phase 4)
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@@ -102,6 +103,21 @@ All spans instrumented in xrpld, grouped by subsystem:
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{name="consensus.accept.apply"} | xrpl.consensus.ledger.seq = 92345678
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```
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### Ledger Spans (Phase 5)
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| Span Name | Source File | Attributes | Description |
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| ----------------- | -------------------- | ------------------------------------------------------------------ | ----------------------------- |
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| `ledger.build` | BuildLedger.cpp:31 | `xrpl.ledger.seq`, `xrpl.ledger.tx_count`, `xrpl.ledger.tx_failed` | Ledger build during consensus |
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| `ledger.validate` | LedgerMaster.cpp:915 | `xrpl.ledger.seq`, `xrpl.ledger.validations` | Ledger promoted to validated |
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| `ledger.store` | LedgerMaster.cpp:409 | `xrpl.ledger.seq` | Ledger stored in history |
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### Peer Spans (Phase 5)
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| Span Name | Source File | Attributes | Description |
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| ------------------------- | ---------------- | ---------------------------------------------- | ----------------------------- |
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| `peer.proposal.receive` | PeerImp.cpp:1667 | `xrpl.peer.id`, `xrpl.peer.proposal.trusted` | Proposal received from peer |
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| `peer.validation.receive` | PeerImp.cpp:2264 | `xrpl.peer.id`, `xrpl.peer.validation.trusted` | Validation received from peer |
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## Prometheus Metrics (Spanmetrics)
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The OTel Collector's spanmetrics connector automatically derives RED (Rate, Errors, Duration) metrics from every span. No custom metrics code is needed in xrpld.
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@@ -128,12 +144,14 @@ Every metric carries these standard labels:
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Additionally, span attributes configured as dimensions in the collector become metric labels (dots → underscores):
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| Span Attribute | Metric Label | Applies To |
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| --------------------- | --------------------- | ------------------------------ |
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| `xrpl.rpc.command` | `xrpl_rpc_command` | `rpc.command.*` spans |
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| `xrpl.rpc.status` | `xrpl_rpc_status` | `rpc.command.*` spans |
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| `xrpl.consensus.mode` | `xrpl_consensus_mode` | `consensus.ledger_close` spans |
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| `xrpl.tx.local` | `xrpl_tx_local` | `tx.process` spans |
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| Span Attribute | Metric Label | Applies To |
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| ------------------------------ | ------------------------------ | ------------------------------- |
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| `xrpl.rpc.command` | `xrpl_rpc_command` | `rpc.command.*` spans |
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| `xrpl.rpc.status` | `xrpl_rpc_status` | `rpc.command.*` spans |
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| `xrpl.consensus.mode` | `xrpl_consensus_mode` | `consensus.ledger_close` spans |
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| `xrpl.tx.local` | `xrpl_tx_local` | `tx.process` spans |
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| `xrpl.peer.proposal.trusted` | `xrpl_peer_proposal_trusted` | `peer.proposal.receive` spans |
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| `xrpl.peer.validation.trusted` | `xrpl_peer_validation_trusted` | `peer.validation.receive` spans |
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### Histogram Buckets
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@@ -143,9 +161,63 @@ Configured in `otel-collector-config.yaml`:
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1ms, 5ms, 10ms, 25ms, 50ms, 100ms, 250ms, 500ms, 1s, 5s
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```
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## StatsD Metrics (beast::insight)
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rippled has a built-in metrics framework (`beast::insight`) that emits StatsD-format metrics over UDP. These complement the span-derived RED metrics by providing system-level gauges, counters, and timers that don't map to individual trace spans.
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### Configuration
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Add to `xrpld.cfg`:
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```ini
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[insight]
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server=statsd
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address=127.0.0.1:8125
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prefix=rippled
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```
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The OTel Collector receives these via a `statsd` receiver on UDP port 8125 and exports them to Prometheus alongside spanmetrics.
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### Metric Reference
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#### Gauges
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| Prometheus Metric | Source | Description |
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| --------------------------------------------- | ------------------------- | -------------------------------------------------------------------------- |
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| `rippled_LedgerMaster_Validated_Ledger_Age` | LedgerMaster.h:373 | Age of validated ledger (seconds) |
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| `rippled_LedgerMaster_Published_Ledger_Age` | LedgerMaster.h:374 | Age of published ledger (seconds) |
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| `rippled_State_Accounting_{Mode}_duration` | NetworkOPs.cpp:774 | Time in each operating mode (Disconnected/Connected/Syncing/Tracking/Full) |
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| `rippled_State_Accounting_{Mode}_transitions` | NetworkOPs.cpp:780 | Transition count per mode |
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| `rippled_Peer_Finder_Active_Inbound_Peers` | PeerfinderManager.cpp:214 | Active inbound peer connections |
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| `rippled_Peer_Finder_Active_Outbound_Peers` | PeerfinderManager.cpp:215 | Active outbound peer connections |
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| `rippled_Overlay_Peer_Disconnects` | OverlayImpl.h:557 | Peer disconnect count |
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| `rippled_job_count` | JobQueue.cpp:26 | Current job queue depth |
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| `rippled_{category}_Bytes_In/Out` | OverlayImpl.h:535 | Overlay traffic bytes per category (57 categories) |
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| `rippled_{category}_Messages_In/Out` | OverlayImpl.h:535 | Overlay traffic messages per category |
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#### Counters
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| Prometheus Metric | Source | Description |
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| --------------------------------- | --------------------- | ------------------------------ |
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| `rippled_rpc_requests` | ServerHandler.cpp:108 | Total RPC request count |
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| `rippled_ledger_fetches` | InboundLedgers.cpp:44 | Ledger fetch request count |
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| `rippled_ledger_history_mismatch` | LedgerHistory.cpp:16 | Ledger hash mismatch count |
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| `rippled_warn` | Logic.h:33 | Resource manager warning count |
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| `rippled_drop` | Logic.h:34 | Resource manager drop count |
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#### Histograms (from StatsD timers)
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| Prometheus Metric | Source | Description |
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| ----------------------- | --------------------- | ------------------------------ |
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| `rippled_rpc_time` | ServerHandler.cpp:110 | RPC response time (ms) |
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| `rippled_rpc_size` | ServerHandler.cpp:109 | RPC response size (bytes) |
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| `rippled_ios_latency` | Application.cpp:438 | I/O service loop latency (ms) |
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| `rippled_pathfind_fast` | PathRequests.h:23 | Fast pathfinding duration (ms) |
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| `rippled_pathfind_full` | PathRequests.h:24 | Full pathfinding duration (ms) |
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## Grafana Dashboards
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Three dashboards are pre-provisioned in `docker/telemetry/grafana/dashboards/`:
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Eight dashboards are pre-provisioned in `docker/telemetry/grafana/dashboards/`:
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### RPC Performance (`xrpld-rpc-perf`)
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@@ -155,6 +227,10 @@ Three dashboards are pre-provisioned in `docker/telemetry/grafana/dashboards/`:
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| RPC Latency p95 by Command | timeseries | `histogram_quantile(0.95, sum by (le, xrpl_rpc_command) (rate(traces_span_metrics_duration_milliseconds_bucket{span_name=~"rpc.command.*"}[5m])))` | `xrpl_rpc_command` |
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| RPC Error Rate | bargauge | Error spans / total spans × 100, grouped by `xrpl_rpc_command` | `xrpl_rpc_command`, `status_code` |
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| RPC Latency Heatmap | heatmap | `sum(increase(traces_span_metrics_duration_milliseconds_bucket{span_name=~"rpc.command.*"}[5m])) by (le)` | `le` (bucket boundaries) |
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| Overall RPC Throughput | timeseries | `rpc.request` + `rpc.process` rate | — |
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| RPC Success vs Error | timeseries | by `status_code` (UNSET vs ERROR) | `status_code` |
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| Top Commands by Volume | bargauge | `topk(10, ...)` by `xrpl_rpc_command` | `xrpl_rpc_command` |
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| WebSocket Message Rate | stat | `rpc.ws_message` rate | — |
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### Transaction Overview (`xrpld-transactions`)
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@@ -164,32 +240,110 @@ Three dashboards are pre-provisioned in `docker/telemetry/grafana/dashboards/`:
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| Transaction Processing Latency | timeseries | `histogram_quantile(0.95 / 0.50, ... {span_name="tx.process"})` | — |
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| Transaction Path Distribution | piechart | `sum by (xrpl_tx_local) (rate(traces_span_metrics_calls_total{span_name="tx.process"}[5m]))` | `xrpl_tx_local` |
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| Transaction Receive vs Suppressed | timeseries | `rate(traces_span_metrics_calls_total{span_name="tx.receive"}[5m])` | — |
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| TX Processing Duration Heatmap | heatmap | `tx.process` histogram buckets | `le` |
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| TX Apply Duration per Ledger | timeseries | p95/p50 of `tx.apply` | — |
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| Peer TX Receive Rate | timeseries | `tx.receive` rate | — |
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| TX Apply Failed Rate | stat | `tx.apply` with `STATUS_CODE_ERROR` | `status_code` |
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### Consensus Health (`xrpld-consensus`)
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| Panel | Type | PromQL | Labels Used |
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| ----------------------------- | ---------- | ---------------------------------------------------------------------------------- | ----------- |
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| Consensus Round Duration | timeseries | `histogram_quantile(0.95 / 0.50, ... {span_name="consensus.accept"})` | — |
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| Consensus Proposals Sent Rate | timeseries | `rate(traces_span_metrics_calls_total{span_name="consensus.proposal.send"}[5m])` | — |
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| Ledger Close Duration | timeseries | `histogram_quantile(0.95, ... {span_name="consensus.ledger_close"})` | — |
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| Validation Send Rate | stat | `rate(traces_span_metrics_calls_total{span_name="consensus.validation.send"}[5m])` | — |
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| Ledger Apply Duration | timeseries | `histogram_quantile(0.95 / 0.50, ... {span_name="consensus.accept.apply"})` | — |
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| Close Time Agreement | timeseries | `rate(traces_span_metrics_calls_total{span_name="consensus.accept.apply"}[5m])` | — |
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| Panel | Type | PromQL | Labels Used |
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| ----------------------------- | ---------- | ---------------------------------------------------------------------------------- | --------------------- |
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| Consensus Round Duration | timeseries | `histogram_quantile(0.95 / 0.50, ... {span_name="consensus.accept"})` | — |
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| Consensus Proposals Sent Rate | timeseries | `rate(traces_span_metrics_calls_total{span_name="consensus.proposal.send"}[5m])` | — |
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| Ledger Close Duration | timeseries | `histogram_quantile(0.95, ... {span_name="consensus.ledger_close"})` | — |
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| Validation Send Rate | stat | `rate(traces_span_metrics_calls_total{span_name="consensus.validation.send"}[5m])` | — |
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| Ledger Apply Duration | timeseries | `histogram_quantile(0.95 / 0.50, ... {span_name="consensus.accept.apply"})` | — |
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| Close Time Agreement | timeseries | `rate(traces_span_metrics_calls_total{span_name="consensus.accept.apply"}[5m])` | — |
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| Consensus Mode Over Time | timeseries | `consensus.ledger_close` by `xrpl_consensus_mode` | `xrpl_consensus_mode` |
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| Accept vs Close Rate | timeseries | `consensus.accept` vs `consensus.ledger_close` rate | — |
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| Validation vs Close Rate | timeseries | `consensus.validation.send` vs `consensus.ledger_close` | — |
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| Accept Duration Heatmap | heatmap | `consensus.accept` histogram buckets | `le` |
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### Ledger Operations (`rippled-ledger-ops`)
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| Panel | Type | PromQL | Labels Used |
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| ----------------------- | ---------- | ---------------------------------------------- | ----------- |
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| Ledger Build Rate | stat | `ledger.build` call rate | — |
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| Ledger Build Duration | timeseries | p95/p50 of `ledger.build` | — |
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| Ledger Validation Rate | stat | `ledger.validate` call rate | — |
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| Build Duration Heatmap | heatmap | `ledger.build` histogram buckets | `le` |
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| TX Apply Duration | timeseries | p95/p50 of `tx.apply` | — |
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| TX Apply Rate | timeseries | `tx.apply` call rate | — |
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| Ledger Store Rate | stat | `ledger.store` call rate | — |
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| Build vs Close Duration | timeseries | p95 `ledger.build` vs `consensus.ledger_close` | — |
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### Peer Network (`rippled-peer-net`)
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Requires `trace_peer=1` in the `[telemetry]` config section.
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| Panel | Type | PromQL | Labels Used |
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| -------------------------------- | ---------- | --------------------------------- | ------------------------------ |
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| Proposal Receive Rate | timeseries | `peer.proposal.receive` rate | — |
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| Validation Receive Rate | timeseries | `peer.validation.receive` rate | — |
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| Proposals Trusted vs Untrusted | piechart | by `xrpl_peer_proposal_trusted` | `xrpl_peer_proposal_trusted` |
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| Validations Trusted vs Untrusted | piechart | by `xrpl_peer_validation_trusted` | `xrpl_peer_validation_trusted` |
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### Node Health — StatsD (`rippled-statsd-node-health`)
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| Panel | Type | PromQL | Labels Used |
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| -------------------------- | ---------- | ------------------------------------------------------ | ----------- |
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| Validated Ledger Age | stat | `rippled_LedgerMaster_Validated_Ledger_Age` | — |
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| Published Ledger Age | stat | `rippled_LedgerMaster_Published_Ledger_Age` | — |
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| Operating Mode Duration | timeseries | `rippled_State_Accounting_*_duration` | — |
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| Operating Mode Transitions | timeseries | `rippled_State_Accounting_*_transitions` | — |
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| I/O Latency | timeseries | `histogram_quantile(0.95, rippled_ios_latency_bucket)` | — |
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| Job Queue Depth | timeseries | `rippled_job_count` | — |
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| Ledger Fetch Rate | stat | `rate(rippled_ledger_fetches[5m])` | — |
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| Ledger History Mismatches | stat | `rate(rippled_ledger_history_mismatch[5m])` | — |
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### Network Traffic — StatsD (`rippled-statsd-network`)
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| Panel | Type | PromQL | Labels Used |
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| ---------------------- | ---------- | -------------------------------------- | ----------- |
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| Active Peers | timeseries | `rippled_Peer_Finder_Active_*_Peers` | — |
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| Peer Disconnects | timeseries | `rippled_Overlay_Peer_Disconnects` | — |
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| Total Network Bytes | timeseries | `rippled_total_Bytes_In/Out` | — |
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| Total Network Messages | timeseries | `rippled_total_Messages_In/Out` | — |
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| Transaction Traffic | timeseries | `rippled_transactions_Messages_In/Out` | — |
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| Proposal Traffic | timeseries | `rippled_proposals_Messages_In/Out` | — |
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| Validation Traffic | timeseries | `rippled_validations_Messages_In/Out` | — |
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| Traffic by Category | bargauge | `topk(10, rippled_*_Bytes_In)` | — |
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### RPC & Pathfinding — StatsD (`rippled-statsd-rpc`)
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| Panel | Type | PromQL | Labels Used |
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| ------------------------- | ---------- | -------------------------------------------------------- | ----------- |
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| RPC Request Rate | stat | `rate(rippled_rpc_requests[5m])` | — |
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| RPC Response Time | timeseries | `histogram_quantile(0.95, rippled_rpc_time_bucket)` | — |
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| RPC Response Size | timeseries | `histogram_quantile(0.95, rippled_rpc_size_bucket)` | — |
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| RPC Response Time Heatmap | heatmap | `rippled_rpc_time_bucket` | — |
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| Pathfinding Fast Duration | timeseries | `histogram_quantile(0.95, rippled_pathfind_fast_bucket)` | — |
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| Pathfinding Full Duration | timeseries | `histogram_quantile(0.95, rippled_pathfind_full_bucket)` | — |
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| Resource Warnings Rate | stat | `rate(rippled_warn[5m])` | — |
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| Resource Drops Rate | stat | `rate(rippled_drop[5m])` | — |
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### Span → Metric → Dashboard Summary
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| Span Name | Prometheus Metric Filter | Grafana Dashboard |
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| --------------------------- | ----------------------------------------- | --------------------------------------------- |
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| `rpc.request` | `{span_name="rpc.request"}` | — (available but not paneled) |
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| `rpc.process` | `{span_name="rpc.process"}` | — (available but not paneled) |
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| `rpc.command.*` | `{span_name=~"rpc.command.*"}` | RPC Performance (all 4 panels) |
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| `tx.process` | `{span_name="tx.process"}` | Transaction Overview (3 panels) |
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| `tx.receive` | `{span_name="tx.receive"}` | Transaction Overview (2 panels) |
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| `consensus.accept` | `{span_name="consensus.accept"}` | Consensus Health (Round Duration) |
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| `rpc.request` | `{span_name="rpc.request"}` | RPC Performance (Overall Throughput) |
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| `rpc.process` | `{span_name="rpc.process"}` | RPC Performance (Overall Throughput) |
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| `rpc.ws_message` | `{span_name="rpc.ws_message"}` | RPC Performance (WebSocket Rate) |
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| `rpc.command.*` | `{span_name=~"rpc.command.*"}` | RPC Performance (Rate, Latency, Error, Top) |
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| `tx.process` | `{span_name="tx.process"}` | Transaction Overview (Rate, Latency, Heatmap) |
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| `tx.receive` | `{span_name="tx.receive"}` | Transaction Overview (Rate, Receive) |
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| `tx.apply` | `{span_name="tx.apply"}` | Transaction Overview + Ledger Ops (Apply) |
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| `consensus.accept` | `{span_name="consensus.accept"}` | Consensus Health (Duration, Rate, Heatmap) |
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| `consensus.proposal.send` | `{span_name="consensus.proposal.send"}` | Consensus Health (Proposals Rate) |
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| `consensus.ledger_close` | `{span_name="consensus.ledger_close"}` | Consensus Health (Close Duration) |
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| `consensus.ledger_close` | `{span_name="consensus.ledger_close"}` | Consensus Health (Close, Mode) |
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| `consensus.validation.send` | `{span_name="consensus.validation.send"}` | Consensus Health (Validation Rate) |
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| `consensus.accept.apply` | `{span_name="consensus.accept.apply"}` | Consensus Health (Apply Duration, Close Time) |
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| `ledger.build` | `{span_name="ledger.build"}` | Ledger Ops (Build Rate, Duration, Heatmap) |
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| `ledger.validate` | `{span_name="ledger.validate"}` | Ledger Ops (Validation Rate) |
|
||||
| `ledger.store` | `{span_name="ledger.store"}` | Ledger Ops (Store Rate) |
|
||||
| `peer.proposal.receive` | `{span_name="peer.proposal.receive"}` | Peer Network (Rate, Trusted/Untrusted) |
|
||||
| `peer.validation.receive` | `{span_name="peer.validation.receive"}` | Peer Network (Rate, Trusted/Untrusted) |
|
||||
|
||||
## Troubleshooting
|
||||
|
||||
|
||||
Reference in New Issue
Block a user