axiom-memory-debugging
Memory Debugging
Overview
Memory issues manifest as crashes after prolonged use. Core principle 90% of memory leaks follow 3 patterns (retain cycles, timer/observer leaks, collection growth). Diagnose systematically with Instruments, never guess.
Example Prompts
- "My app crashes after 10-15 minutes with no error messages"
- "Memory jumps from 50MB to 200MB+ on a specific action — leak or cache?"
- "View controllers don't deallocate after dismiss"
- "Timers/observers causing memory leaks — how to verify?"
- "App uses 200MB and I don't know if that's normal"
Red Flags — Memory Leak Likely
- Progressive memory growth: 50MB → 100MB → 200MB (not plateauing)
- App crashes after 10-15 minutes with no error in Xcode console
- Memory warnings appear repeatedly in device logs
- View controllers don't deallocate after dismiss (visible in Memory Graph Debugger)
- Same operation run multiple times causes linear memory growth
Leak vs normal: Normal = stays at 100MB. Leak = 50MB → 100MB → 150MB → 200MB → CRASH.
Mandatory First Steps
ALWAYS diagnose FIRST (before reading code):
- Check device logs for "Memory pressure critical", "Jetsam killed", "Low Memory"
- Use Memory Graph Debugger (below) — shows object count growth
- Xcode → Product → Profile → Memory. Perform action 5 times, note if memory keeps growing
What this tells you: Flat = not a leak. Linear growth = classic leak. Spike then flat = normal cache. Spikes stacking = compound leak.
Why diagnostics first: Finding leak with Instruments: 5-15 min. Guessing: 45+ min.
Detecting Leaks — Step by Step
Step 1: Memory Graph Debugger (Fastest)
- Open app in simulator
- Debug → Memory Graph Debugger (or toolbar icon)
- Look for PURPLE/RED circles with "⚠" badge
- Click them → Xcode shows retain cycle chain
Step 2: Instruments (Detailed Analysis)
- Product → Profile (Cmd+I) → "Memory" template
- Perform action 5-10 times
- Memory line goes UP for each action? = Leak confirmed
Key instruments: Heap Allocations (object count), Leaked Objects (direct detection), VM Tracker (by type).
Step 3: Deallocation Check
// Add deinit logging to suspect classes
class MyViewController: UIViewController {
deinit { print("✅ MyViewController deallocated") }
}
@MainActor
class ViewModel: ObservableObject {
deinit { print("✅ ViewModel deallocated") }
}
Navigate to view, navigate away. See "✅ deallocated"? Yes = no leak. No = retained somewhere.
Jetsam (Memory Pressure Termination)
Jetsam is not a bug — iOS terminates background apps to free memory. Not a crash (no crash log), but frequent kills hurt UX.
| Termination | Cause | Solution |
|---|---|---|
| Memory Limit Exceeded | Your app used too much memory | Reduce peak footprint |
| Jetsam | System needed memory for other apps | Reduce background memory to <50MB |
Reducing Jetsam Rate
Clear caches on backgrounding:
// SwiftUI
.onChange(of: scenePhase) { _, newPhase in
if newPhase == .background {
imageCache.clearAll()
URLCache.shared.removeAllCachedResponses()
}
}
State Restoration
Users shouldn't notice jetsam. Use @SceneStorage (SwiftUI) or stateRestorationActivity (UIKit) to restore navigation position, drafts, and scroll position.
Monitoring with MetricKit
class JetsamMonitor: NSObject, MXMetricManagerSubscriber {
func didReceive(_ payloads: [MXMetricPayload]) {
for payload in payloads {
guard let exitData = payload.applicationExitMetrics else { continue }
let bgData = exitData.backgroundExitData
if bgData.cumulativeMemoryPressureExitCount > 0 {
// Send to analytics
}
}
}
}
App memory grows while in USE? → Memory leak (fix retention)
App killed in BACKGROUND? → Jetsam (reduce bg memory)
Common Memory Leak Patterns (With Fixes)
Pattern 1: Timer Leaks (Most Common — 50% of leaks)
Why [weak self] alone doesn't fix timer leaks: The RunLoop retains scheduled timers. [weak self] only prevents the closure from retaining self — the Timer object itself continues to exist and fire. You must explicitly invalidate() to break the RunLoop's retention.
❌ Leak — Timer never invalidated
progressTimer = Timer.scheduledTimer(withTimeInterval: 1.0, repeats: true) { [weak self] _ in
self?.updateProgress()
}
// Timer never stopped → RunLoop keeps it alive and firing forever
✅ Best fix: Combine (auto-cleanup)
cancellable = Timer.publish(every: 1.0, tolerance: 0.1, on: .main, in: .default)
.autoconnect()
.sink { [weak self] _ in self?.updateProgress() }
// No deinit needed — cancellable auto-cleans when released
Alternative: Call timer?.invalidate(); timer = nil in both the appropriate teardown method (viewWillDisappear, stop method, etc.) AND deinit.
Pattern 2: Observer/Notification Leaks (25% of leaks)
❌ Leak — No removeObserver
NotificationCenter.default.addObserver(self, selector: #selector(handle),
name: AVAudioSession.routeChangeNotification, object: nil)
// No matching removeObserver → accumulates listeners
✅ Best fix: Combine publisher
NotificationCenter.default.publisher(for: AVAudioSession.routeChangeNotification)
.sink { [weak self] _ in self?.handleChange() }
.store(in: &cancellables) // Auto-cleanup with viewModel
Alternative: NotificationCenter.default.removeObserver(self) in deinit.
Pattern 3: Closure Capture Leaks (15% of leaks)
❌ Leak — Closure in array captures self
updateCallbacks.append { [self] track in
self.refreshUI(with: track) // Strong capture → cycle
}
✅ Fix: Use [weak self]
updateCallbacks.append { [weak self] track in
self?.refreshUI(with: track)
}
Clear callback arrays in deinit. Use [unowned self] only when certain self outlives the closure.
Pattern 4: Strong Reference Cycles
❌ Leak — Mutual strong references
player?.onPlaybackEnd = { [self] in self.playNextTrack() }
// self → player → closure → self (cycle)
✅ Fix: [weak self] in closure
player?.onPlaybackEnd = { [weak self] in self?.playNextTrack() }
Pattern 5: View/Layout Callback Leaks
Use the delegation pattern with AnyObject protocol (enables weak references) instead of closures that capture view controllers.
Pattern 6: PhotoKit Image Request Leaks
PHImageManager.requestImage() returns a PHImageRequestID that must be cancelled. Without cancellation, pending requests queue up and hold memory when scrolling.
class PhotoCell: UICollectionViewCell {
private var imageRequestID: PHImageRequestID = PHInvalidImageRequestID
func configure(with asset: PHAsset, imageManager: PHImageManager) {
if imageRequestID != PHInvalidImageRequestID {
imageManager.cancelImageRequest(imageRequestID)
}
imageRequestID = imageManager.requestImage(for: asset, targetSize: PHImageManagerMaximumSize,
contentMode: .aspectFill, options: nil) { [weak self] image, _ in
self?.imageView.image = image
}
}
override func prepareForReuse() {
super.prepareForReuse()
if imageRequestID != PHInvalidImageRequestID {
PHImageManager.default().cancelImageRequest(imageRequestID)
imageRequestID = PHInvalidImageRequestID
}
imageView.image = nil
}
}
Similar patterns: AVAssetImageGenerator → cancelAllCGImageGeneration(), URLSession.dataTask() → cancel().
Systematic Debugging Workflow
Phase 1: Confirm Leak (5 min)
Profile with Memory template, repeat action 10 times. Flat = not a leak (stop). Steady climb = leak (continue).
Phase 2: Locate Leak (10-15 min)
Memory Graph Debugger → purple/red circles → click → read retain cycle chain.
Common locations: Timers (50%), Notifications/KVO (25%), Closures in collections (15%), Delegate cycles (10%).
Phase 3: Fix and Verify (5 min)
Apply fix from patterns above. Add deinit { print("✅ deallocated") }. Run Instruments again — memory should stay flat.
Compound Leaks
Real apps often have 2-3 leaks stacking. Fix the largest first, re-run Instruments, repeat until flat.
Non-Reproducible / Intermittent Leaks
When Instruments prevents reproduction (Heisenbug) or leaks only happen with specific user data:
Lightweight diagnostics (when Instruments can't be attached):
- deinit logging as primary diagnostic — Add
deinit { print("✅ ClassName deallocated") }to all suspect classes. Run 20+ sessions. When the leak occurs (e.g., 1 in 5 runs), missing deinit messages reveal which objects are retained. - Isolate the trigger — Test each navigation path independently. Rapidly toggle background/foreground if timing-dependent. Narrow to the specific path that leaks.
- MetricKit for field diagnostics — Monitor peak memory in production via
MXMetricPayload.memoryMetrics.peakMemoryUsage. Alert when exceeding threshold (e.g., 400MB). This catches leaks that only manifest with real user data volumes.
Common cause of intermittent leaks: Notification observers added on lifecycle events (viewWillAppear, applicationDidBecomeActive) without removing duplicates first. Each re-registration accumulates a listener — timing determines whether the duplicate fires.
TestFlight verification: Ship diagnostic build to affected users. Add os_log memory milestones. Monitor MetricKit for 24-48 hours after fix deployment.
Common Mistakes
- [weak self] without invalidate() — Timer keeps running, consuming CPU. ALWAYS call
invalidate()orcancel() - Invalidate without nil —
timer?.invalidate()stops firing but reference remains. Always follow withtimer = nil - Local AnyCancellable — Goes out of scope immediately, subscription dies. Store in
Set<AnyCancellable>property - deinit with only logging — Add actual cleanup (invalidate timers, remove observers), not just print statements
- Wrong Instruments template — Memory shows usage. Leaks detects actual leaks. Use both
Instruments Quick Reference
| Scenario | Tool | What to Look For |
|---|---|---|
| Progressive memory growth | Memory | Line steadily climbing = leak |
| Specific object leaking | Memory Graph | Purple/red circles = leak objects |
| Direct leak detection | Leaks | Red "! Leak" badge = confirmed leak |
| Memory by type | VM Tracker | Objects consuming most memory |
| Cache behavior | Allocations | Objects allocated but not freed |
Command Line Tools
xcrun xctrace record --template "Memory" --output memory.trace
xcrun xctrace dump memory.trace
leaks -atExit -excludeNoise YourApp
Real-World Impact
Before: 50+ PlayerViewModel instances with uncleared timers → 50MB → 200MB → Crash (13min) After: Timer properly invalidated → 50MB stable for hours
Key insight 90% of leaks come from forgetting to stop timers, observers, or subscriptions. Always clean up in deinit or use reactive patterns that auto-cleanup.
Resources
WWDC: 2021-10180, 2020-10078, 2018-416
Docs: /xcode/gathering-information-about-memory-use, /metrickit/mxbackgroundexitdata
Skills: axiom-performance-profiling, axiom-objc-block-retain-cycles, axiom-metrickit-ref