rippled/docs/telemetry-runbook.md

rippled Telemetry Operator Runbook

Overview

rippled supports OpenTelemetry distributed tracing to provide visibility into RPC requests, transaction processing, and consensus rounds.

Quick Start

1. Start the observability stack

docker compose -f docker/telemetry/docker-compose.yml up -d

This starts:

• OTel Collector on ports 4317 (gRPC) and 4318 (HTTP)
• Jaeger UI on http://localhost:16686
• Prometheus on http://localhost:9090
• Grafana on http://localhost:3000

2. Enable telemetry in rippled

Add to your xrpld.cfg:

[telemetry]
enabled=1
endpoint=http://localhost:4318/v1/traces

3. Build with telemetry support

conan install . --build=missing -o telemetry=True
cmake --preset default -Dtelemetry=ON
cmake --build --preset default

Configuration Reference

Option	Default	Description
enabled	0	Master switch for telemetry
endpoint	http://localhost:4318/v1/traces	OTLP/HTTP endpoint
exporter	otlp_http	Exporter type
sampling_ratio	1.0	Head-based sampling ratio (0.0–1.0)
trace_rpc	1	Enable RPC request tracing
trace_transactions	1	Enable transaction tracing
trace_consensus	1	Enable consensus tracing
trace_peer	0	Enable peer message tracing (high volume)
trace_ledger	1	Enable ledger tracing
batch_size	512	Max spans per batch export
batch_delay_ms	5000	Delay between batch exports
max_queue_size	2048	Max spans queued before dropping
use_tls	0	Use TLS for exporter connection
tls_ca_cert	(empty)	Path to CA certificate bundle

Span Reference

All spans instrumented in rippled, grouped by subsystem:

RPC Spans (Phase 2)

Span Name	Source File	Attributes	Description
rpc.request	ServerHandler.cpp:271	—	Top-level HTTP RPC request
rpc.process	ServerHandler.cpp:573	—	RPC processing (child of rpc.request)
rpc.ws_message	ServerHandler.cpp:384	—	WebSocket RPC message
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)

Transaction Spans (Phase 3)

Span Name	Source File	Attributes	Description
tx.process	NetworkOPs.cpp:1227	xrpl.tx.hash, xrpl.tx.local, xrpl.tx.path	Transaction submission and processing
tx.receive	PeerImp.cpp:1273	xrpl.peer.id, xrpl.tx.hash, xrpl.tx.suppressed, xrpl.tx.status	Transaction received from peer relay
tx.apply	BuildLedger.cpp:88	xrpl.ledger.seq, xrpl.ledger.tx_count, xrpl.ledger.tx_failed	Transaction set applied per ledger

Consensus Spans (Phase 4)

Span Name	Source File	Attributes	Description
consensus.proposal.send	RCLConsensus.cpp:177	xrpl.consensus.round	Consensus proposal broadcast
consensus.ledger_close	RCLConsensus.cpp:282	xrpl.consensus.ledger.seq, xrpl.consensus.mode	Ledger close event
consensus.accept	RCLConsensus.cpp:395	xrpl.consensus.proposers, xrpl.consensus.round_time_ms	Ledger accepted by consensus
consensus.validation.send	RCLConsensus.cpp:753	xrpl.consensus.ledger.seq, xrpl.consensus.proposing	Validation sent after accept
consensus.accept.apply	RCLConsensus.cpp:453	xrpl.consensus.close_time, close_time_correct, close_resolution_ms, state, proposing, round_time_ms, ledger.seq	Ledger application with close time details

Close Time Queries (Tempo TraceQL)

# Find rounds where validators disagreed on close time
{name="consensus.accept.apply"} | xrpl.consensus.close_time_correct = false

# Find consensus failures (moved_on)
{name="consensus.accept.apply"} | xrpl.consensus.state = "moved_on"

# Find slow ledger applications (>5s)
{name="consensus.accept.apply"} | duration > 5s

# Find specific ledger's consensus details
{name="consensus.accept.apply"} | xrpl.consensus.ledger.seq = 92345678

Ledger Spans (Phase 5)

Span Name	Source File	Attributes	Description
ledger.build	BuildLedger.cpp:31	xrpl.ledger.seq, xrpl.ledger.tx_count, xrpl.ledger.tx_failed	Ledger build during consensus
ledger.validate	LedgerMaster.cpp:915	xrpl.ledger.seq, xrpl.ledger.validations	Ledger promoted to validated
ledger.store	LedgerMaster.cpp:409	xrpl.ledger.seq	Ledger stored in history

Peer Spans (Phase 5)

Span Name	Source File	Attributes	Description
peer.proposal.receive	PeerImp.cpp:1667	xrpl.peer.id, xrpl.peer.proposal.trusted	Proposal received from peer
peer.validation.receive	PeerImp.cpp:2264	xrpl.peer.id, xrpl.peer.validation.trusted	Validation received from peer

Prometheus Metrics (Spanmetrics)

The OTel Collector's spanmetrics connector automatically derives RED (Rate, Errors, Duration) metrics from every span. No custom metrics code is needed in rippled.

Generated Metric Names

Prometheus Metric	Type	Description
traces_span_metrics_calls_total	Counter	Total span invocations
traces_span_metrics_duration_milliseconds_bucket	Histogram	Latency distribution buckets
traces_span_metrics_duration_milliseconds_count	Histogram	Latency observation count
traces_span_metrics_duration_milliseconds_sum	Histogram	Cumulative latency

Metric Labels

Every metric carries these standard labels:

Label	Source	Example
span_name	Span name	rpc.command.server_info
status_code	Span status	STATUS_CODE_UNSET, STATUS_CODE_ERROR
service_name	Resource attribute	rippled
span_kind	Span kind	SPAN_KIND_INTERNAL

Additionally, span attributes configured as dimensions in the collector become metric labels (dots → underscores):

Span Attribute	Metric Label	Applies To
xrpl.rpc.command	xrpl_rpc_command	rpc.command.* spans
xrpl.rpc.status	xrpl_rpc_status	rpc.command.* spans
xrpl.consensus.mode	xrpl_consensus_mode	consensus.ledger_close spans
xrpl.tx.local	xrpl_tx_local	tx.process spans
xrpl.peer.proposal.trusted	xrpl_peer_proposal_trusted	peer.proposal.receive spans
xrpl.peer.validation.trusted	xrpl_peer_validation_trusted	peer.validation.receive spans

Histogram Buckets

Configured in otel-collector-config.yaml:

1ms, 5ms, 10ms, 25ms, 50ms, 100ms, 250ms, 500ms, 1s, 5s

StatsD Metrics (beast::insight)

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.

Configuration

Add to xrpld.cfg:

[insight]
server=statsd
address=127.0.0.1:8125
prefix=rippled

The OTel Collector receives these via a statsd receiver on UDP port 8125 and exports them to Prometheus alongside spanmetrics.

Metric Reference

Gauges

Prometheus Metric	Source	Description
rippled_LedgerMaster_Validated_Ledger_Age	LedgerMaster.h:373	Age of validated ledger (seconds)
rippled_LedgerMaster_Published_Ledger_Age	LedgerMaster.h:374	Age of published ledger (seconds)
rippled_State_Accounting_{Mode}_duration	NetworkOPs.cpp:774	Time in each operating mode (Disconnected/Connected/Syncing/Tracking/Full)
rippled_State_Accounting_{Mode}_transitions	NetworkOPs.cpp:780	Transition count per mode
rippled_Peer_Finder_Active_Inbound_Peers	PeerfinderManager.cpp:214	Active inbound peer connections
rippled_Peer_Finder_Active_Outbound_Peers	PeerfinderManager.cpp:215	Active outbound peer connections
rippled_Overlay_Peer_Disconnects	OverlayImpl.h:557	Peer disconnect count
rippled_job_count	JobQueue.cpp:26	Current job queue depth
rippled_{category}_Bytes_In/Out	OverlayImpl.h:535	Overlay traffic bytes per category (57 categories)
rippled_{category}_Messages_In/Out	OverlayImpl.h:535	Overlay traffic messages per category

Counters

Prometheus Metric	Source	Description
rippled_rpc_requests	ServerHandler.cpp:108	Total RPC request count
rippled_ledger_fetches	InboundLedgers.cpp:44	Ledger fetch request count
rippled_ledger_history_mismatch	LedgerHistory.cpp:16	Ledger hash mismatch count
rippled_warn	Logic.h:33	Resource manager warning count
rippled_drop	Logic.h:34	Resource manager drop count

Histograms (from StatsD timers)

Prometheus Metric	Source	Description
rippled_rpc_time	ServerHandler.cpp:110	RPC response time (ms)
rippled_rpc_size	ServerHandler.cpp:109	RPC response size (bytes)
rippled_ios_latency	Application.cpp:438	I/O service loop latency (ms)
rippled_pathfind_fast	PathRequests.h:23	Fast pathfinding duration (ms)
rippled_pathfind_full	PathRequests.h:24	Full pathfinding duration (ms)

Grafana Dashboards

Eight dashboards are pre-provisioned in docker/telemetry/grafana/dashboards/:

RPC Performance (rippled-rpc-perf)

Panel	Type	PromQL	Labels Used
RPC Request Rate by Command	timeseries	sum by (xrpl_rpc_command) (rate(traces_span_metrics_calls_total{span_name=~"rpc.command.*"}[5m]))	xrpl_rpc_command
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
RPC Error Rate	bargauge	Error spans / total spans × 100, grouped by xrpl_rpc_command	xrpl_rpc_command, status_code
RPC Latency Heatmap	heatmap	sum(increase(traces_span_metrics_duration_milliseconds_bucket{span_name=~"rpc.command.*"}[5m])) by (le)	le (bucket boundaries)
Overall RPC Throughput	timeseries	rpc.request + rpc.process rate	—
RPC Success vs Error	timeseries	by status_code (UNSET vs ERROR)	status_code
Top Commands by Volume	bargauge	topk(10, ...) by xrpl_rpc_command	xrpl_rpc_command
WebSocket Message Rate	stat	rpc.ws_message rate	—

Transaction Overview (rippled-transactions)

Panel	Type	PromQL	Labels Used
Transaction Processing Rate	timeseries	rate(traces_span_metrics_calls_total{span_name="tx.process"}[5m]) and tx.receive	span_name
Transaction Processing Latency	timeseries	histogram_quantile(0.95 / 0.50, ... {span_name="tx.process"})	—
Transaction Path Distribution	piechart	sum by (xrpl_tx_local) (rate(traces_span_metrics_calls_total{span_name="tx.process"}[5m]))	xrpl_tx_local
Transaction Receive vs Suppressed	timeseries	rate(traces_span_metrics_calls_total{span_name="tx.receive"}[5m])	—
TX Processing Duration Heatmap	heatmap	tx.process histogram buckets	le
TX Apply Duration per Ledger	timeseries	p95/p50 of tx.apply	—
Peer TX Receive Rate	timeseries	tx.receive rate	—
TX Apply Failed Rate	stat	tx.apply with STATUS_CODE_ERROR	status_code

Consensus Health (rippled-consensus)

Panel	Type	PromQL	Labels Used
Consensus Round Duration	timeseries	histogram_quantile(0.95 / 0.50, ... {span_name="consensus.accept"})	—
Consensus Proposals Sent Rate	timeseries	rate(traces_span_metrics_calls_total{span_name="consensus.proposal.send"}[5m])	—
Ledger Close Duration	timeseries	histogram_quantile(0.95, ... {span_name="consensus.ledger_close"})	—
Validation Send Rate	stat	rate(traces_span_metrics_calls_total{span_name="consensus.validation.send"}[5m])	—
Ledger Apply Duration	timeseries	histogram_quantile(0.95 / 0.50, ... {span_name="consensus.accept.apply"})	—
Close Time Agreement	timeseries	rate(traces_span_metrics_calls_total{span_name="consensus.accept.apply"}[5m])	—
Consensus Mode Over Time	timeseries	consensus.ledger_close by xrpl_consensus_mode	xrpl_consensus_mode
Accept vs Close Rate	timeseries	consensus.accept vs consensus.ledger_close rate	—
Validation vs Close Rate	timeseries	consensus.validation.send vs consensus.ledger_close	—
Accept Duration Heatmap	heatmap	consensus.accept histogram buckets	le

Ledger Operations (rippled-ledger-ops)

Panel	Type	PromQL	Labels Used
Ledger Build Rate	stat	ledger.build call rate	—
Ledger Build Duration	timeseries	p95/p50 of ledger.build	—
Ledger Validation Rate	stat	ledger.validate call rate	—
Build Duration Heatmap	heatmap	ledger.build histogram buckets	le
TX Apply Duration	timeseries	p95/p50 of tx.apply	—
TX Apply Rate	timeseries	tx.apply call rate	—
Ledger Store Rate	stat	ledger.store call rate	—
Build vs Close Duration	timeseries	p95 ledger.build vs consensus.ledger_close	—

Peer Network (rippled-peer-net)

Requires trace_peer=1 in the [telemetry] config section.

Panel	Type	PromQL	Labels Used
Proposal Receive Rate	timeseries	peer.proposal.receive rate	—
Validation Receive Rate	timeseries	peer.validation.receive rate	—
Proposals Trusted vs Untrusted	piechart	by xrpl_peer_proposal_trusted	xrpl_peer_proposal_trusted
Validations Trusted vs Untrusted	piechart	by xrpl_peer_validation_trusted	xrpl_peer_validation_trusted

Node Health — StatsD (rippled-statsd-node-health)

Panel	Type	PromQL	Labels Used
Validated Ledger Age	stat	rippled_LedgerMaster_Validated_Ledger_Age	—
Published Ledger Age	stat	rippled_LedgerMaster_Published_Ledger_Age	—
Operating Mode Duration	timeseries	rippled_State_Accounting_*_duration	—
Operating Mode Transitions	timeseries	rippled_State_Accounting_*_transitions	—
I/O Latency	timeseries	histogram_quantile(0.95, rippled_ios_latency_bucket)	—
Job Queue Depth	timeseries	rippled_job_count	—
Ledger Fetch Rate	stat	rate(rippled_ledger_fetches[5m])	—
Ledger History Mismatches	stat	rate(rippled_ledger_history_mismatch[5m])	—

Network Traffic — StatsD (rippled-statsd-network)

Panel	Type	PromQL	Labels Used
Active Peers	timeseries	rippled_Peer_Finder_Active_*_Peers	—
Peer Disconnects	timeseries	rippled_Overlay_Peer_Disconnects	—
Total Network Bytes	timeseries	rippled_total_Bytes_In/Out	—
Total Network Messages	timeseries	rippled_total_Messages_In/Out	—
Transaction Traffic	timeseries	rippled_transactions_Messages_In/Out	—
Proposal Traffic	timeseries	rippled_proposals_Messages_In/Out	—
Validation Traffic	timeseries	rippled_validations_Messages_In/Out	—
Traffic by Category	bargauge	topk(10, rippled_*_Bytes_In)	—

RPC & Pathfinding — StatsD (rippled-statsd-rpc)

Panel	Type	PromQL	Labels Used
RPC Request Rate	stat	rate(rippled_rpc_requests[5m])	—
RPC Response Time	timeseries	histogram_quantile(0.95, rippled_rpc_time_bucket)	—
RPC Response Size	timeseries	histogram_quantile(0.95, rippled_rpc_size_bucket)	—
RPC Response Time Heatmap	heatmap	rippled_rpc_time_bucket	—
Pathfinding Fast Duration	timeseries	histogram_quantile(0.95, rippled_pathfind_fast_bucket)	—
Pathfinding Full Duration	timeseries	histogram_quantile(0.95, rippled_pathfind_full_bucket)	—
Resource Warnings Rate	stat	rate(rippled_warn[5m])	—
Resource Drops Rate	stat	rate(rippled_drop[5m])	—

Span → Metric → Dashboard Summary

Span Name	Prometheus Metric Filter	Grafana Dashboard
rpc.request	{span_name="rpc.request"}	RPC Performance (Overall Throughput)
rpc.process	{span_name="rpc.process"}	RPC Performance (Overall Throughput)
rpc.ws_message	{span_name="rpc.ws_message"}	RPC Performance (WebSocket Rate)
rpc.command.*	{span_name=~"rpc.command.*"}	RPC Performance (Rate, Latency, Error, Top)
tx.process	{span_name="tx.process"}	Transaction Overview (Rate, Latency, Heatmap)
tx.receive	{span_name="tx.receive"}	Transaction Overview (Rate, Receive)
tx.apply	{span_name="tx.apply"}	Transaction Overview + Ledger Ops (Apply)
consensus.accept	{span_name="consensus.accept"}	Consensus Health (Duration, Rate, Heatmap)
consensus.proposal.send	{span_name="consensus.proposal.send"}	Consensus Health (Proposals Rate)
consensus.ledger_close	{span_name="consensus.ledger_close"}	Consensus Health (Close, Mode)
consensus.validation.send	{span_name="consensus.validation.send"}	Consensus Health (Validation Rate)
consensus.accept.apply	{span_name="consensus.accept.apply"}	Consensus Health (Apply Duration, Close Time)
ledger.build	{span_name="ledger.build"}	Ledger Ops (Build Rate, Duration, Heatmap)
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

No traces appearing in Jaeger

1. Check rippled logs for Telemetry starting message
2. Verify enabled=1 in the [telemetry] config section
3. Test collector connectivity: curl -v http://localhost:4318/v1/traces
4. Check collector logs: docker compose logs otel-collector

High memory usage

• Reduce sampling_ratio (e.g., 0.1 for 10% sampling)
• Reduce max_queue_size and batch_size
• Disable high-volume trace categories: trace_peer=0

Collector connection failures

• Verify endpoint URL matches collector address
• Check firewall rules for ports 4317/4318
• If using TLS, verify certificate path with tls_ca_cert

Performance Tuning

Scenario	Recommendation
Production mainnet	sampling_ratio=0.01, trace_peer=0
Testnet/devnet	sampling_ratio=1.0 (full tracing)
Debugging specific issue	sampling_ratio=1.0 temporarily
High-throughput node	Increase batch_size=1024, max_queue_size=4096

Disabling Telemetry

Set enabled=0 in config (runtime disable) or build without the flag:

cmake --preset default -Dtelemetry=OFF

When telemetry is compiled out, all trace macros expand to no-ops with zero overhead.