Merges pratik/otel-phase6-statsd into pratik/otel-phase7-native-metrics. Phase-6 dropped the three onCollectionReady() calls that had been added to its StatsD test, because that method is only declared here on phase-7. This branch's own copy of the file was unchanged from the merge base, so the default merge would have silently deleted the calls from here too — where they are needed, because this branch gates polling behind onCollectionReady() in OTelCollectorImp::onTimer. Resolution keeps both sides: phase-6's two new include lines (Counter.h, Gauge.h) and phase-7's three onCollectionReady() calls plus their doxygen and inline explanations. The merged file is exactly phase-7's tip plus those two includes. TESTING.md auto-merged cleanly; both sides added text under Test 1 in different regions.
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OpenTelemetry Integration Testing Guide
This document describes how to verify the xrpld OpenTelemetry telemetry pipeline end-to-end, from span generation through the observability stack (otel-collector, Tempo, Prometheus, Grafana).
Prerequisites
Build xrpld with telemetry
conan install . --build=missing -o telemetry=True
cmake --preset default -Dtelemetry=ON
cmake --build --preset default --target xrpld
The binary is at .build/xrpld.
Required tools
- Docker with
docker compose(v2) - curl
- jq (JSON processor)
Verify binary
.build/xrpld --version
Test 1: Single-Node Standalone (Quick Verification)
This test verifies RPC and transaction spans in standalone mode, plus the consensus spans that a simulated round still produces. The proposal, voting and peer-facing consensus spans do not fire — see the expected-spans table at the end of this test for which do and which do not.
Step 1: Start the observability stack
docker compose -f docker/telemetry/docker-compose.yml up -d
Wait for services to be ready:
# otel-collector health
curl -sf http://localhost:13133/ && echo "collector ready"
# Tempo readiness
curl -sf http://localhost:3200/ready >/dev/null && echo "tempo ready"
Step 2: Start xrpld in standalone mode
.build/xrpld --conf docker/telemetry/xrpld-telemetry.cfg -a --start
Wait a few seconds for the node to initialize.
Step 3: Exercise RPC spans
# server_info
curl -s http://localhost:5005 \
-d '{"method":"server_info"}' | jq .result.info.server_state
# server_state
curl -s http://localhost:5005 \
-d '{"method":"server_state"}' | jq .result.state.server_state
# ledger
curl -s http://localhost:5005 \
-d '{"method":"ledger","params":[{"ledger_index":"current"}]}' |
jq .result.ledger_current_index
Step 4: Submit a transaction
Close the ledger to drive a simulated consensus round — that round is what
produces the consensus.* spans. It is not required for submit itself:
standalone puts the node in OperatingMode::FULL at startup
(NetworkOPsImp::setStandAlone()), and the one validated-ledger-age gate on
the submit path is skipped when config.standalone() is set
(checkTxJsonFields() in src/xrpld/rpc/detail/TransactionSign.cpp).
curl -s http://localhost:5005 -d '{"method":"ledger_accept"}'
Submit a Payment from the genesis account:
curl -s http://localhost:5005 -d '{
"method": "submit",
"params": [{
"secret": "snoPBrXtMeMyMHUVTgbuqAfg1SUTb",
"tx_json": {
"TransactionType": "Payment",
"Account": "rHb9CJAWyB4rj91VRWn96DkukG4bwdtyTh",
"Destination": "rN7n7otQDd6FczFgLdSqtcsAUxDkw6fzRH",
"Amount": "10000000"
}
}]
}' | jq .result.engine_result
Expected result: "tesSUCCESS".
The destination does not have to exist yet. 10 XRP is exactly the default base
reserve (FeeSetup::accountReserve in src/xrpld/core/Config.h), so the
payment creates and funds the account. integration-test.sh does not hardcode
a destination at all — it calls wallet_propose and uses the account_id that
comes back.
Close the ledger again to finalize:
curl -s http://localhost:5005 -d '{"method":"ledger_accept"}'
Step 5: Verify traces in Tempo
Wait 5 seconds for the batch export, then see the "Verification Queries" section below. Its span loop is a superset of what standalone mode produces, so compare its output against the "Expected spans (standalone mode)" table above rather than running a second, narrower set of queries here.
Or open Grafana Explore with Tempo datasource: http://localhost:3000
Step 6: Teardown
# Kill xrpld (Ctrl+C or)
pkill -f 'xrpld --conf docker/telemetry/xrpld-telemetry\.cfg'
# Stop observability stack
docker compose -f docker/telemetry/docker-compose.yml down
# Clean xrpld data
rm -rf docker/telemetry/data/
The pattern is anchored on the whole --conf <path> argument with the .
escaped, so it matches this node and not another xrpld run or an editor whose
command line happens to name the same file. pkill is also a no-op when
nothing matches, where kill $(pgrep ...) errors out with no arguments.
Expected spans (standalone mode)
| Span Name | Expected | Notes |
|---|---|---|
rpc.http_request |
Yes | Every HTTP RPC call |
rpc.process |
Yes | Every RPC processing |
rpc.command.server_info |
Yes | server_info RPC |
rpc.command.server_state |
Yes | server_state RPC |
rpc.command.ledger |
Yes | ledger RPC |
rpc.command.submit |
Yes | submit RPC |
rpc.command.ledger_accept |
Yes | ledger_accept RPC |
rpc.ws_upgrade, rpc.ws_message |
No | Need a WebSocket client |
tx.process |
Yes | Transaction submission |
tx.preflight, tx.preclaim, tx.transactor |
Yes | Apply stages of the Payment |
tx.apply |
Yes | Ledger build applies the tx set |
tx.receive |
No | No peers in standalone |
txq.enqueue, txq.apply_direct |
Yes | TxQ::apply on the submit path |
txq.accept, txq.cleanup |
Yes | Run on every ledger close |
txq.accept_tx, txq.batch_clear |
No | Nothing is ever queued here |
ledger.build, ledger.store |
Yes | buildLCL builds, then stores |
ledger.validate |
No | checkAccept is unreachable in standalone |
consensus.round, .phase.open, .ledger_close, .accept, .accept.apply |
Yes | ledger_accept drives a simulated round |
consensus.mode_change |
Yes | Fires once per round start |
consensus.establish, .update_positions, .check |
No | phaseEstablish() never runs |
consensus.proposal.send, .validation.send |
No | The config carries no validator key |
consensus.proposal.receive, .validation.receive |
No | No peers |
peer.proposal.receive, peer.validation.receive |
No | No peers |
pathfind.* |
No | No path request, no path subscription |
grpc.* |
No | No [port_grpc] in the config |
Four of the "No" rows have a reason worth spelling out.
ledger.validatebelongs toLedgerMaster::checkAccept, and standalone never reaches it:consensusBuiltreturns early when standalone, andswitchLCLtakes its standalone branch instead of callingcheckAccept. ThatgetNeededValidations()returns 0 in standalone is therefore not enough on its own.consensus.establish,.update_positionsand.checkare started fromphaseEstablish().simulatedoes callcloseLedger({})— which is exactly why.phase.openand.ledger_closedo fire — and then sets the phase toAccepteditself, sophaseEstablish()is never entered..proposal.sendand.validation.sendare absent for a different reason again:xrpld-telemetry.cfgcarries novalidation_seedorvalidator_token, sopreStartRoundleavesvalidating_false. The node observes rather than proposes, andvalidate()— the owner of.validation.send— is never called.pathfind.update_allis emitted only while at least one path subscription is active, and this test makes nopath_findorripple_path_findcall.
.mode_change is in the "Yes" rows because it does not depend on the mode
actually changing. startRoundInternal calls mode_.set(), MonitoredMode::set
calls onModeChange with no equality test, and onModeChange creates the span
before the before != after check — that check guards only the censorship-detector
reset.
One consensus.round span reaches Tempo, not two. roundSpan_ is reset only at
the top of the next startRoundTracing(), so after the two ledger_accept calls
the first round's span has ended and been exported while the second is still open.
Only ended spans are exported.
Test 2: 6-Node Consensus Network (Full Verification)
This test verifies ALL span categories including consensus and peer transaction relay, using a 6-node validator network.
Automated
Run the integration test script:
bash docker/telemetry/integration-test.sh
It checks prerequisites, clears the previous run, brings up the observability stack, generates six validator key pairs and their node configs, starts the nodes, waits for consensus and then for a validated ledger, exercises RPC and submits a transaction, verifies traces in Tempo and both the span_metrics and the native beast::insight metrics that arrive over OTLP in Prometheus, checks that no StatsD listener is needed, then prints a summary and leaves the stack running.
The authoritative sequence is the 14 # Step N: banner comments in the script source, so read the file rather than the console — none of the script's 48 runtime log lines print a step number. The sequence is not restated here, because a numbered copy of it drifts as soon as a step is added.
Its Tempo checks cover the RPC, transaction, consensus, ledger and peer span categories from a fixed list, which is narrower than the loop in the "Verification Queries" section below.
Manual
If you prefer to run the steps manually:
Step 1: Start observability stack
docker compose -f docker/telemetry/docker-compose.yml up -d
Step 2: Generate validator keys
Start a temporary standalone xrpld:
.build/xrpld --conf docker/telemetry/xrpld-telemetry.cfg -a --start &
TEMP_PID=$!
sleep 5
Generate 6 key pairs:
for i in $(seq 1 6); do
curl -s http://localhost:5005 \
-d '{"method":"validation_create"}' | jq '.result'
done
Record the validation_seed and validation_public_key for each.
Kill the temporary node:
kill $TEMP_PID
rm -rf docker/telemetry/data/
Step 3: Create node configs
For each node (1-6), create a config file. Template:
[server]
port_rpc
port_peer
[port_rpc]
port = {5004 + node_number}
ip = 127.0.0.1
admin = 127.0.0.1
protocol = http
[port_peer]
port = {51234 + node_number}
ip = 0.0.0.0
protocol = peer
[node_db]
type=NuDB
path=/tmp/xrpld-integration/node{N}/nudb
online_delete=256
[database_path]
/tmp/xrpld-integration/node{N}/db
[debug_logfile]
/tmp/xrpld-integration/node{N}/debug.log
[validation_seed]
{seed from step 2}
[validators_file]
/tmp/xrpld-integration/validators.txt
[ips_fixed]
{one "127.0.0.1 <port>" line for each port in 51235-51240 except this node's
own 51234 + node_number — a node must not list itself as a fixed peer, so
each config carries five lines, not six}
[peer_private]
1
[telemetry]
enabled=1
service_instance_id=Node-{N}
traces_endpoint=http://localhost:4318/v1/traces
metrics_endpoint=http://localhost:4318/v1/metrics
batch_size=512
batch_delay_ms=2000
max_queue_size=2048
trace_rpc=1
trace_transactions=1
trace_consensus=1
trace_peer=1
trace_ledger=1
[insight]
# server=otel is the only load-bearing key here -- it selects OTelCollector.
# The export endpoint comes from [telemetry] metrics_endpoint, and [insight]'s
# own service_instance_id/service_name keys are ignored.
server=otel
[rpc_startup]
{ "command": "log_level", "severity": "warning" }
[ssl_verify]
0
Step 4: Create validators.txt
[validators]
{public_key_1}
{public_key_2}
{public_key_3}
{public_key_4}
{public_key_5}
{public_key_6}
Step 5: Start all 6 nodes
for i in $(seq 1 6); do
.build/xrpld --conf /tmp/xrpld-integration/node$i/xrpld.cfg --start &
echo $! >/tmp/xrpld-integration/node$i/xrpld.pid
done
Step 6: Wait for consensus
Poll each node until server_state = "proposing":
for port in 5005 5006 5007 5008 5009 5010; do
while true; do
state=$(curl -s http://localhost:$port \
-d '{"method":"server_info"}' |
jq -r '.result.info.server_state')
echo "Port $port: $state"
[ "$state" = "proposing" ] && break
sleep 5
done
done
Step 7: Exercise RPC and submit transaction
# RPC calls
curl -s http://localhost:5005 -d '{"method":"server_info"}'
curl -s http://localhost:5005 -d '{"method":"server_state"}'
curl -s http://localhost:5005 -d '{"method":"ledger","params":[{"ledger_index":"current"}]}'
# Submit transaction
curl -s http://localhost:5005 -d '{
"method": "submit",
"params": [{
"secret": "snoPBrXtMeMyMHUVTgbuqAfg1SUTb",
"tx_json": {
"TransactionType": "Payment",
"Account": "rHb9CJAWyB4rj91VRWn96DkukG4bwdtyTh",
"Destination": "rN7n7otQDd6FczFgLdSqtcsAUxDkw6fzRH",
"Amount": "10000000"
}
}]
}' | jq .result.engine_result
Expected result: "tesSUCCESS", the same as Test 1 Step 4.
Wait 15 seconds for the consensus round and the trace batch export. Prometheus
needs longer: integration-test.sh waits a further 20 s before its span_metrics
queries and another 20 s before its StatsD queries, so 35 s and 55 s after the
submit. Querying the metrics block at 15 s returns no series, which looks like a
broken pipeline and is not one.
Step 8: Verify in Tempo and Prometheus
See the "Verification Queries" section below.
Expected Span Catalog
A smoke-test subset: the spans a short local run reliably produces, and how to trigger each. This is not the full catalog — the authoritative span list, with the attributes each span carries, is docs/telemetry-runbook.md § Span Reference.
Attributes are deliberately not repeated here. Keeping a second copy is how this table came to list attribute keys that no longer exist anywhere in the code.
| Span Name | Source File | How to Trigger |
|---|---|---|
rpc.http_request |
ServerHandler.cpp | Any HTTP RPC call |
rpc.ws_upgrade |
ServerHandler.cpp | WebSocket upgrade |
rpc.ws_message |
ServerHandler.cpp | WebSocket RPC message |
rpc.process |
ServerHandler.cpp | RPC processing |
rpc.command.<name> |
RPCHandler.cpp | Any RPC command |
tx.process |
NetworkOPs.cpp | Submit transaction |
tx.receive |
PeerImp.cpp | Peer relays transaction |
consensus.proposal.send |
RCLConsensus.cpp | Consensus proposing phase |
consensus.ledger_close |
RCLConsensus.cpp | Ledger close event |
consensus.accept |
RCLConsensus.cpp | Ledger accepted |
consensus.validation.send |
RCLConsensus.cpp | Validation sent |
consensus.accept.apply |
RCLConsensus.cpp | Ledger apply + close time |
tx.apply |
BuildLedger.cpp | Ledger close (tx set) |
ledger.build |
BuildLedger.cpp | Ledger build |
ledger.validate |
LedgerMaster.cpp | Ledger validated |
ledger.store |
LedgerMaster.cpp | Ledger stored |
peer.proposal.receive |
PeerImp.cpp | Peer sends proposal |
peer.validation.receive |
PeerImp.cpp | Peer sends validation |
Verification Queries
Tempo API
Base URL: http://localhost:3200
Run RUN_START=$(date +%s) before starting xrpld (Test 1 Step 2, Test 2
Step 5), in the same shell you will run the block below in. Tempo keeps blocks
for block_retention (tempo.yaml, 1h) on a named volume, so a search with no
time bound is answered by the previous run's traces.
TEMPO="http://localhost:3200"
# Refuse to run unbounded rather than report a previous run's traces.
: "${RUN_START:?record RUN_START=\$(date +%s) before starting xrpld}"
# List all services
curl -s "$TEMPO/api/v2/search/tag/resource.service.name/values" | jq '.tagValues[].value'
# Count traces per span name. Test 1 produces a subset of this list — read it
# against the "Expected spans (standalone mode)" table above, not as pass/fail.
#
# -G is required: it moves the urlencoded parameters into the query string.
# Without it curl POSTs them as a request body, Tempo answers 200 and ignores
# the query, and every span name comes back non-zero. start/end bound the
# search to this run; the end margin covers spans exported while the query is
# in flight.
for op in "rpc.http_request" "rpc.process" \
"rpc.command.server_info" "rpc.command.server_state" "rpc.command.ledger" \
"rpc.command.submit" "rpc.command.ledger_accept" \
"tx.process" "tx.receive" "tx.apply" \
"tx.preflight" "tx.preclaim" "tx.transactor" \
"txq.enqueue" "txq.apply_direct" "txq.accept" "txq.cleanup" \
"consensus.round" "consensus.phase.open" "consensus.ledger_close" \
"consensus.establish" "consensus.update_positions" "consensus.check" \
"consensus.accept" "consensus.accept.apply" \
"consensus.proposal.send" "consensus.validation.send" \
"consensus.mode_change" \
"consensus.proposal.receive" "consensus.validation.receive" \
"ledger.build" "ledger.validate" "ledger.store" \
"peer.proposal.receive" "peer.validation.receive"; do
count=$(curl -sfG "$TEMPO/api/search" \
--data-urlencode "q={resource.service.name=\"xrpld\" && name=\"$op\"}" \
--data-urlencode "start=$RUN_START" \
--data-urlencode "end=$(($(date +%s) + 60))" \
--data-urlencode "limit=5" |
jq '.traces | length')
printf "%-35s %s traces\n" "$op" "$count"
done
Eight more span families exist but need a trigger neither test performs, so they
are counted separately — a zero here is the expected answer, not a failure.
rpc.ws_* need a WebSocket client, the pathfind.* family needs a path_find
or ripple_path_find call, and the two txq names need a transaction sitting in
the queue.
for op in "rpc.ws_upgrade" "rpc.ws_message" \
"pathfind.request" "pathfind.compute" "pathfind.discover" "pathfind.update_all" \
"txq.accept_tx" "txq.batch_clear"; do
count=$(curl -sfG "$TEMPO/api/search" \
--data-urlencode "q={resource.service.name=\"xrpld\" && name=\"$op\"}" \
--data-urlencode "start=$RUN_START" \
--data-urlencode "end=$(($(date +%s) + 60))" \
--data-urlencode "limit=5" |
jq '.traces | length')
printf "%-35s %s traces\n" "$op" "$count"
done
The remaining family is grpc.<method>, whose span name is the gRPC method, so
it has no fixed string to query and needs a [port_grpc] stanza neither test
configures.
Prometheus API
Base URL: http://localhost:9090
PROM="http://localhost:9090"
# Span call counts (from the span_metrics connector). The span_ prefix is the
# connector's `namespace: "span"` in otel-collector-config.yaml; drop that
# setting and these become traces_span_metrics_*.
curl -s "$PROM/api/v1/query?query=span_calls_total" |
jq '.data.result[] | {span: .metric.span_name, count: .value[1]}'
# Latency histogram
curl -s "$PROM/api/v1/query?query=span_duration_milliseconds_count" |
jq '.data.result[] | {span: .metric.span_name, count: .value[1]}'
# RPC calls by command
curl -s "$PROM/api/v1/query?query=span_calls_total{span_name=~\"rpc.command.*\"}" |
jq '.data.result[] | {command: .metric.command, count: .value[1]}'
# Deployment-tier labels present on metrics (set by the collector's
# resource/tier processor and promoted via resource_to_telemetry_conversion).
# Expect deployment_environment and xrpl_network_type on each series.
curl -s "$PROM/api/v1/query?query=span_calls_total" |
jq '.data.result[0].metric | {deployment_environment, xrpl_network_type, service_name}'
Grafana
Open http://localhost:3000 (anonymous admin access enabled).
Pre-configured dashboards:
- RPC Performance: Request rates, latency percentiles by command, top commands, WebSocket rate
- Transaction Overview: Transaction processing rates, apply duration, peer relay, failed tx rate
- Consensus Health: Consensus round duration, proposer counts, mode tracking, accept heatmap
- Ledger Operations: Build/validate/store rates and durations, TX apply metrics
- Peer Network: Proposal/validation receive rates, trusted vs untrusted breakdown (requires
trace_peer=1)
Pre-configured datasources:
- Tempo: Trace data at
http://tempo:3200 - Prometheus: Metrics at
http://prometheus:9090
Troubleshooting
No traces in Tempo
- Check otel-collector logs:
docker compose -f docker/telemetry/docker-compose.yml logs otel-collector - Verify xrpld telemetry config has
enabled=1and correct endpoint - Check that otel-collector port 4318 is accessible:
curl -sf http://localhost:4318 && echo "reachable" - Increase
batch_delay_msor decreasebatch_sizein xrpld config
Nodes not reaching "proposing" state
- Check that all peer ports (51235-51240) are not in use:
for p in 51235 51236 51237 51238 51239 51240; do ss -tlnp | grep ":$p " && echo "port $p in use" done - Verify
[ips_fixed]lists the 5 other peer ports, and not the node's own - Verify
validators.txthas all 6 public keys - Check node debug logs:
tail -50 /tmp/xrpld-integration/node1/debug.log - Ensure
[peer_private]is set to1. Insrc/libxrpl/peerfinder/Config.cppit sets bothautoConnect = !standalone && !peerPrivateandwantIncoming = (!config.peerPrivate) && (port != 0), so it stops the node reaching out to the public network and stops it accepting inbound peers. The nodes here find each other through[ips_fixed], which is unaffected.
Transaction not processing
- Verify genesis account exists:
curl -s http://localhost:5005 \ -d '{"method":"account_info","params":[{"account":"rHb9CJAWyB4rj91VRWn96DkukG4bwdtyTh"}]}' | jq .result.account_data.Balance - Check submit response for error codes
- In standalone mode, remember to call
ledger_acceptafter submitting
Spanmetrics not appearing in Prometheus
- Verify otel-collector config has
span_metricsconnector - Check that the metrics pipeline is configured:
service: pipelines: metrics: receivers: [span_metrics] exporters: [prometheus] - Verify Prometheus can reach collector:
curl -s http://localhost:9090/api/v1/targets | jq '.data.activeTargets'