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perf(retry): add jitter to all retry/backoff delays#1354

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perf(retry): add jitter to all retry/backoff delays#1354
ariel-formance wants to merge 5 commits into
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perf/retry-jitter

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Summary

  • Replace deterministic fixed waits with base + rand(0, base/2) jitter across all retry and periodic-wait sites
  • Prevents thundering herd when multiple ledger instances recover from the same failure simultaneously
  • Affected sites: TooManyClient DB retries, replication pipeline push-error and pull-error retries, replication manager sync period, driver facade startup retries

Changed files

File Site
internal/controller/ledger/controller_with_too_many_client_handling.go DB too-many-clients retry
internal/replication/pipeline.go push-error retry + pull-error retry
internal/replication/manager.go pipeline sync loop
internal/replication/driver_facade.go exporter startup retry

Skipped: cron-scheduled workers (naturally staggered), deadlock retry (intentionally immediate), client SDK (already has ±25% jitter).

Test plan

  • Existing unit tests pass (go test ./internal/...)
  • Replication integration tests pass
  • Manual: start multiple worker instances against a shared DB; confirm retry storms no longer pile up on the same tick in logs

Replace deterministic fixed waits with exponential+jitter (base + up to
50% random) across TooManyClient retries, replication pipeline push and
pull error retries, manager sync period, and driver facade startup
retries to desynchronize concurrent instances and prevent thundering herd.
@ariel-formance ariel-formance requested a review from a team as a code owner May 22, 2026 10:38
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coderabbitai Bot commented May 22, 2026

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  • internal/replication/manager_test.go

Walkthrough

Adds randomized jitter (about up to half the base interval) to retry and periodic timers in the ledger controller and replication subsystem; several period setters are clamped to a minimum of 2. No public APIs or signatures changed.

Changes

Retry and Timer Jitter Additions

Layer / File(s) Summary
Ledger controller retry backoff jitter
internal/controller/ledger/controller_with_too_many_client_handling.go
Retries for postgres.ErrTooManyClient now wait delay + rand.Int63n(max(delay/2, 1)) instead of a fixed delay.
DriverFacade startup retry jitter
internal/replication/driver_facade.go
Startup retry loop now waits retryInterval + rand.Int63n(retryInterval/2) and newDriverFacade clamps retryInterval to >= 2.
Manager periodic sync jitter
internal/replication/manager.go
Manager Run uses m.syncPeriod + rand.Int63n(m.syncPeriod/2) for periodic wakeups; WithSyncPeriod clamps values < 2 to 2.
Pipeline fetch and push-retry jitter and clamps
internal/replication/pipeline.go
Fetch loop and exporter push-retry waits now add jitter up to half the base interval; WithPullPeriod and WithPushRetryPeriod clamp durations < 2 to 2.
Tests and imports
internal/controller/ledger/controller_with_too_many_client_handling_test.go, internal/replication/manager_test.go, internal/replication/pipeline_test.go
Added cancellable-context subtest for retry cancellation and unit tests asserting minimum duration enforcement and pipeline retry/stop behaviors.

Sequence Diagram — DriverFacade startup retry

sequenceDiagram
  participant DriverFacade
  participant Timer
  participant Driver
  DriverFacade->>Driver: Start()
  Driver-->>DriverFacade: error (startup failure)
  DriverFacade->>Timer: wait retryInterval + jitter
  Timer-->>DriverFacade: timer fires
  DriverFacade->>Driver: Start() (retry)
Loading

Sequence Diagram — Pipeline fetch and push-retry

sequenceDiagram
  participant Manager
  participant Storage
  participant PipelineHandler
  participant TimerPull
  participant Exporter
  participant TimerPushRetry

  Manager->>Storage: ListEnabledPipelines()
  Storage-->>Manager: pipelines
  Manager->>PipelineHandler: start fetch loop
  PipelineHandler->>TimerPull: wait PullInterval + jitter
  TimerPull-->>PipelineHandler: timer fires -> ListLogs
  PipelineHandler->>Exporter: Accept(log)
  Exporter-->>PipelineHandler: error
  PipelineHandler->>TimerPushRetry: wait PushRetryPeriod + jitter
  TimerPushRetry-->>PipelineHandler: retry Accept
Loading

Estimated code review effort

🎯 3 (Moderate) | ⏱️ ~20 minutes

Poem

I nibble logs and count the ticks,
A jittered hop avoids the mix,
Retries now wander, soft and small,
Timers dance so none may fall,
Hoppy code keeps systems brisk. 🐰

🚥 Pre-merge checks | ✅ 4 | ❌ 1

❌ Failed checks (1 warning)

Check name Status Explanation Resolution
Docstring Coverage ⚠️ Warning Docstring coverage is 25.00% which is insufficient. The required threshold is 80.00%. Write docstrings for the functions missing them to satisfy the coverage threshold.
✅ Passed checks (4 passed)
Check name Status Explanation
Title check ✅ Passed The title accurately describes the main change: adding jitter to retry and backoff delays across the codebase to prevent thundering herd problems.
Description check ✅ Passed The description is directly related to the changeset, clearly explaining the purpose, affected sites, and test plan for adding jitter to retry delays.
Linked Issues check ✅ Passed Check skipped because no linked issues were found for this pull request.
Out of Scope Changes check ✅ Passed Check skipped because no linked issues were found for this pull request.

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@ariel-formance ariel-formance requested a review from gfyrag May 22, 2026 10:41

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Actionable comments posted: 1

Caution

Some comments are outside the diff and can’t be posted inline due to platform limitations.

⚠️ Outside diff range comments (1)
internal/controller/ledger/controller_with_too_many_client_handling.go (1)

232-239: ⚠️ Potential issue | 🟠 Major | ⚡ Quick win

Guard jitter bounds in handleRetry to prevent rand.Int63n(0/negative) panics

internal/controller/ledger/controller_with_too_many_client_handling.go checks only delay == 0, but delay == 1ns makes int64(delay/2)==0, so rand.Int63n(0) panics (same for any negative delay). The retry jitter needs a delay/2 > 0 guard.

💡 Proposed fix
 			delay := delayCalculator.Next(count)
-			if delay == 0 {
+			if delay <= 0 {
 				return err
 			}
+			wait := delay
+			if delay > 1 {
+				wait += time.Duration(rand.Int63n(int64(delay / 2)))
+			}
 			select {
 			case <-ctx.Done():
 				return ctx.Err()
-			case <-time.After(delay + time.Duration(rand.Int63n(int64(delay/2)))):
+			case <-time.After(wait):
 				count++
 				span.SetAttributes(attribute.Int("retry", count))
 				continue

Similar unguarded rand.Int63n(interval/2) jitter patterns exist in internal/replication/pipeline.go, internal/replication/driver_facade.go, and internal/replication/manager.go.

🤖 Prompt for AI Agents
Verify each finding against current code. Fix only still-valid issues, skip the
rest with a brief reason, keep changes minimal, and validate.

In `@internal/controller/ledger/controller_with_too_many_client_handling.go`
around lines 232 - 239, The retry jitter uses rand.Int63n(delay/2) and can panic
when delay <= 1ns (or negative); update handleRetry to compute a safe
jitterBound = int64(delay/2) and only call rand.Int63n(jitterBound) when
jitterBound > 0 (otherwise use zero jitter or a fixed minimal sleep), and
replace the current time.After(delay +
time.Duration(rand.Int63n(int64(delay/2)))) with time.After(delay +
time.Duration(jitter)) where jitter is guarded. Apply the same safe-guarded
pattern to the similar jitter uses in internal/replication/pipeline.go,
internal/replication/driver_facade.go, and internal/replication/manager.go (look
for rand.Int63n(interval/2) occurrences).
🧹 Nitpick comments (1)
internal/replication/driver_facade.go (1)

45-45: ⚡ Quick win

Retry jitter Int63n panics only if retryInterval <= 0; current code path is safe

rand.Int63n(int64(c.retryInterval/2)) would panic when c.retryInterval/2 <= 0 (at internal/replication/driver_facade.go:45), but DriverFacade is only constructed in internal/replication/manager.go with 2*time.Second, so this should not occur today. Add a small validation/guard in newDriverFacade to prevent future regressions.

🤖 Prompt for AI Agents
Verify each finding against current code. Fix only still-valid issues, skip the
rest with a brief reason, keep changes minimal, and validate.

In `@internal/replication/driver_facade.go` at line 45, The retry jitter
expression can panic if retryInterval/2 <= 0; add a guard in newDriverFacade to
validate and normalize the provided retryInterval (e.g., if c.retryInterval <= 0
then set it to a sensible default like 2*time.Second or return an error) before
constructing the DriverFacade so that the field used by the select case
(retryInterval) is guaranteed > 0; update newDriverFacade to enforce this
invariant for DriverFacade.retryInterval to prevent rand.Int63n panics.
🤖 Prompt for all review comments with AI agents
Verify each finding against current code. Fix only still-valid issues, skip the
rest with a brief reason, keep changes minimal, and validate.

Inline comments:
In `@internal/replication/manager.go`:
- Line 278: The sync timer jitter can panic when m.syncPeriod/2 <= 0; update the
code that sets m.syncPeriod (the WithSyncPeriod method and any place using
cfg.SyncPeriod) to validate and clamp the provided period to a safe positive
minimum (e.g., enforce m.syncPeriod > 0), and ensure the jitter calculation
before time.After uses a non‑zero positive value (compute jitter using a
max(minJitter, m.syncPeriod/2) or otherwise ensure the argument to rand.Int63n
is > 0) so the time.After expression with rand.Int63n cannot panic.

---

Outside diff comments:
In `@internal/controller/ledger/controller_with_too_many_client_handling.go`:
- Around line 232-239: The retry jitter uses rand.Int63n(delay/2) and can panic
when delay <= 1ns (or negative); update handleRetry to compute a safe
jitterBound = int64(delay/2) and only call rand.Int63n(jitterBound) when
jitterBound > 0 (otherwise use zero jitter or a fixed minimal sleep), and
replace the current time.After(delay +
time.Duration(rand.Int63n(int64(delay/2)))) with time.After(delay +
time.Duration(jitter)) where jitter is guarded. Apply the same safe-guarded
pattern to the similar jitter uses in internal/replication/pipeline.go,
internal/replication/driver_facade.go, and internal/replication/manager.go (look
for rand.Int63n(interval/2) occurrences).

---

Nitpick comments:
In `@internal/replication/driver_facade.go`:
- Line 45: The retry jitter expression can panic if retryInterval/2 <= 0; add a
guard in newDriverFacade to validate and normalize the provided retryInterval
(e.g., if c.retryInterval <= 0 then set it to a sensible default like
2*time.Second or return an error) before constructing the DriverFacade so that
the field used by the select case (retryInterval) is guaranteed > 0; update
newDriverFacade to enforce this invariant for DriverFacade.retryInterval to
prevent rand.Int63n panics.
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  • Create a new PR with the fixes

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📥 Commits

Reviewing files that changed from the base of the PR and between 01ccc04 and a67b538.

📒 Files selected for processing (4)
  • internal/controller/ledger/controller_with_too_many_client_handling.go
  • internal/replication/driver_facade.go
  • internal/replication/manager.go
  • internal/replication/pipeline.go

Comment thread internal/replication/manager.go
@codecov

codecov Bot commented May 22, 2026

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Codecov Report

❌ Patch coverage is 76.92308% with 3 lines in your changes missing coverage. Please review.
✅ Project coverage is 81.20%. Comparing base (d81ce89) to head (b0f251f).
⚠️ Report is 2 commits behind head on main.

Files with missing lines Patch % Lines
internal/replication/driver_facade.go 66.66% 1 Missing ⚠️
internal/replication/manager.go 66.66% 1 Missing ⚠️
internal/replication/pipeline.go 83.33% 1 Missing ⚠️
Additional details and impacted files
@@            Coverage Diff             @@
##             main    #1354      +/-   ##
==========================================
+ Coverage   80.36%   81.20%   +0.83%     
==========================================
  Files         205      205              
  Lines       11104    11109       +5     
==========================================
+ Hits         8924     9021      +97     
+ Misses       1585     1550      -35     
+ Partials      595      538      -57     

☔ View full report in Codecov by Sentry.
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…gative periods

Guard all four jitter sites against rand.Int63n panicking when the base
duration divided by two rounds to zero or is negative.

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
Comment thread internal/replication/pipeline.go
gfyrag
gfyrag previously approved these changes May 22, 2026

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the jitter is legit on the retry following too many clients, but the orh

… retry

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>

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Actionable comments posted: 4

🤖 Prompt for all review comments with AI agents
Verify each finding against current code. Fix only still-valid issues, skip the
rest with a brief reason, keep changes minimal, and validate.

Inline comments:
In `@internal/replication/manager_test.go`:
- Around line 50-58: The test TestNewDriverFacadeMinimumRetryInterval asserts
the wrong time unit for facade.retryInterval; change the expectation from
time.Duration(2) (2 nanoseconds) to 2 * time.Second so it matches the intended
minimum retry interval used by newDriverFacade and the retryInterval field.
- Around line 42-48: The test TestWithSyncPeriodMinimum asserts the wrong unit
(2 nanoseconds) for the minimum sync period; update the assertion to expect 2
seconds instead. Locate the test function TestWithSyncPeriodMinimum, which
constructs m := &Manager{} and calls WithSyncPeriod(1)(m), and change the
require.Equal call to compare m.syncPeriod with time.Duration(2)*time.Second (or
simply 2*time.Second) so the minimum syncPeriod is asserted in seconds rather
than nanoseconds.

In `@internal/replication/pipeline_test.go`:
- Around line 48-54: The test TestWithPushRetryPeriodMinimum asserts the wrong
time unit (2 nanoseconds) for the minimum push retry period; update the
expectation to use seconds by asserting config.PushRetryPeriod equals 2 *
time.Second after calling WithPushRetryPeriod(1) on PipelineHandlerConfig so the
test checks a 2-second minimum instead of time.Duration(2); locate the assertion
in TestWithPushRetryPeriodMinimum and replace time.Duration(2) with 2 *
time.Second referencing PipelineHandlerConfig, WithPushRetryPeriod and
PushRetryPeriod.
- Around line 40-46: The test TestWithPullPeriodMinimum is asserting
time.Duration(2) (2 nanoseconds) instead of a 2-second minimum; update the
assertion to compare config.PullInterval against 2 * time.Second so the
PipelineHandlerConfig minimum pull interval set by WithPullPeriod is validated
in seconds (e.g., require.Equal(t, 2 * time.Second, config.PullInterval)),
keeping references to TestWithPullPeriodMinimum, PipelineHandlerConfig,
WithPullPeriod and config.PullInterval to locate the change.
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📒 Files selected for processing (3)
  • internal/controller/ledger/controller_with_too_many_client_handling_test.go
  • internal/replication/manager_test.go
  • internal/replication/pipeline_test.go

Comment thread internal/replication/manager_test.go
Comment thread internal/replication/manager_test.go
Comment on lines +40 to +46
func TestWithPullPeriodMinimum(t *testing.T) {
t.Parallel()

config := PipelineHandlerConfig{}
WithPullPeriod(1)(&config)
require.Equal(t, time.Duration(2), config.PullInterval)
}

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⚠️ Potential issue | 🔴 Critical | ⚡ Quick win

Incorrect time unit in assertion.

The test expects time.Duration(2), which equals 2 nanoseconds. For a pull period minimum, this should be 2 * time.Second. A 2-nanosecond minimum makes no practical sense in this polling context.

🐛 Proposed fix
 func TestWithPullPeriodMinimum(t *testing.T) {
 	t.Parallel()
 
 	config := PipelineHandlerConfig{}
 	WithPullPeriod(1)(&config)
-	require.Equal(t, time.Duration(2), config.PullInterval)
+	require.Equal(t, 2*time.Second, config.PullInterval)
 }
📝 Committable suggestion

‼️ IMPORTANT
Carefully review the code before committing. Ensure that it accurately replaces the highlighted code, contains no missing lines, and has no issues with indentation. Thoroughly test & benchmark the code to ensure it meets the requirements.

Suggested change
func TestWithPullPeriodMinimum(t *testing.T) {
t.Parallel()
config := PipelineHandlerConfig{}
WithPullPeriod(1)(&config)
require.Equal(t, time.Duration(2), config.PullInterval)
}
func TestWithPullPeriodMinimum(t *testing.T) {
t.Parallel()
config := PipelineHandlerConfig{}
WithPullPeriod(1)(&config)
require.Equal(t, 2*time.Second, config.PullInterval)
}
🤖 Prompt for AI Agents
Verify each finding against current code. Fix only still-valid issues, skip the
rest with a brief reason, keep changes minimal, and validate.

In `@internal/replication/pipeline_test.go` around lines 40 - 46, The test
TestWithPullPeriodMinimum is asserting time.Duration(2) (2 nanoseconds) instead
of a 2-second minimum; update the assertion to compare config.PullInterval
against 2 * time.Second so the PipelineHandlerConfig minimum pull interval set
by WithPullPeriod is validated in seconds (e.g., require.Equal(t, 2 *
time.Second, config.PullInterval)), keeping references to
TestWithPullPeriodMinimum, PipelineHandlerConfig, WithPullPeriod and
config.PullInterval to locate the change.

Comment on lines +48 to +54
func TestWithPushRetryPeriodMinimum(t *testing.T) {
t.Parallel()

config := PipelineHandlerConfig{}
WithPushRetryPeriod(1)(&config)
require.Equal(t, time.Duration(2), config.PushRetryPeriod)
}

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⚠️ Potential issue | 🔴 Critical | ⚡ Quick win

Incorrect time unit in assertion.

The test expects time.Duration(2), which equals 2 nanoseconds. For a push retry period minimum, this should be 2 * time.Second. A 2-nanosecond minimum makes no practical sense in this retry context.

🐛 Proposed fix
 func TestWithPushRetryPeriodMinimum(t *testing.T) {
 	t.Parallel()
 
 	config := PipelineHandlerConfig{}
 	WithPushRetryPeriod(1)(&config)
-	require.Equal(t, time.Duration(2), config.PushRetryPeriod)
+	require.Equal(t, 2*time.Second, config.PushRetryPeriod)
 }
🤖 Prompt for AI Agents
Verify each finding against current code. Fix only still-valid issues, skip the
rest with a brief reason, keep changes minimal, and validate.

In `@internal/replication/pipeline_test.go` around lines 48 - 54, The test
TestWithPushRetryPeriodMinimum asserts the wrong time unit (2 nanoseconds) for
the minimum push retry period; update the expectation to use seconds by
asserting config.PushRetryPeriod equals 2 * time.Second after calling
WithPushRetryPeriod(1) on PipelineHandlerConfig so the test checks a 2-second
minimum instead of time.Duration(2); locate the assertion in
TestWithPushRetryPeriodMinimum and replace time.Duration(2) with 2 * time.Second
referencing PipelineHandlerConfig, WithPushRetryPeriod and PushRetryPeriod.

@ariel-formance

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the jitter is legit on the retry following too many clients, but the orh

What is orh?

Add tests for four previously uncovered paths:
- pipeline.go 104-106: stop signal received during fetch-retry wait
- pipeline.go 137-139: stop signal received during push-retry wait
- pipeline.go 140-141: push-retry timer fires, Accept succeeds on second attempt
- manager.go 260-262: synchronizePipelines error logged, manager continues running

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Actionable comments posted: 1

🤖 Prompt for all review comments with AI agents
Verify each finding against current code. Fix only still-valid issues, skip the
rest with a brief reason, keep changes minimal, and validate.

Inline comments:
In `@internal/replication/manager_test.go`:
- Around line 73-90: The test is racing because Stop may run before Start is
actually entered; modify the mock Start expectation to signal when Start begins
(e.g., create a startedChan and in
mockDriver.EXPECT().Start(...).DoAndReturn(func(ctx context.Context) error {
startedChan <- struct{}{}; <-blockStart; return ctx.Err() }) ) then wait on that
startedChan after calling facade.Run() and before cancelling stopCtx/calling
facade.Stop so the test deterministically exercises stopping while the driver is
starting; keep the existing blockStart, facade.Run, and facade.Stop usage but
add the startedChan synchronization.
🪄 Autofix (Beta)

✅ Autofix completed


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📥 Commits

Reviewing files that changed from the base of the PR and between 567cf9b and b0f251f.

📒 Files selected for processing (2)
  • internal/replication/manager_test.go
  • internal/replication/pipeline_test.go

Comment thread internal/replication/manager_test.go
@coderabbitai

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Note

Autofix is a beta feature. Expect some limitations and changes as we gather feedback and continue to improve it.

Fixes Applied Successfully

Fixed 1 file(s) based on 1 unresolved review comment.

Files modified:

  • internal/replication/manager_test.go

Commit: 4083cd3009a42b1b5bba3997de52b54142f7f850

The changes have been pushed to the perf/retry-jitter branch.

Time taken: 2m 36s

Fixed 1 file(s) based on 1 unresolved review comment.

Co-authored-by: CodeRabbit <noreply@coderabbit.ai>
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