Automatic UI stabilization for Selenium
Reduce explicit waits and sleeps by automatically evaluating multiple UI stability signals.
pip install waitlessfrom selenium import webdriver
from selenium.webdriver.common.by import By
from waitless import stabilize
# Create driver as usual
driver = webdriver.Chrome()
# Enable automatic stabilization - ONE LINE
driver = stabilize(driver)
# All interactions now auto-wait for stability
driver.get("https://example.com")
driver.find_element(By.ID, "login-button").click() # ← Auto-waits!
driver.find_element(By.ID, "username").send_keys("user") # ← Auto-waits!Automation tests fail because interactions happen while the UI is still changing:
- DOM mutations from React/Vue/Angular updates
- In-flight AJAX requests
- CSS animations and transitions
- Layout shifts from lazy-loaded content
| Approach | Problem |
|---|---|
time.sleep(2) |
Too slow, still fails sometimes |
WebDriverWait |
Only checks one element, misses page-wide state |
| Retries | Masks the real problem, adds flakiness |
Waitless monitors the entire page for stability signals:
- ✅ DOM mutation activity (MutationObserver, including Shadow DOM)
- ✅ Pending network requests (XHR/fetch interception)
- ✅ CSS animations and transitions
- ✅ Layout stability (element movement)
- ✅ WebSocket/SSE activity (opt-in)
- ✅ Framework hooks (React/Angular/Vue, opt-in)
- ✅ Same-origin iframe load readiness (opt-in; not full child-frame signal injection)
When you interact, waitless ensures the page is truly ready.
from waitless import stabilize, StabilizationConfig
config = StabilizationConfig(
timeout=10, # Max wait time (seconds)
mutation_rate_threshold=50, # mutations/sec considered stable (allows animations)
network_idle_threshold=2, # Max pending requests (allows background traffic)
animation_detection=True, # Track CSS animations (non-blocking in normal mode)
strictness='normal', # 'strict' | 'normal' | 'relaxed'
debug_mode=True # Enable logging
)
driver = stabilize(driver, config=config)| Level | What It Waits For |
|---|---|
strict |
DOM + Network + Animations + Layout |
normal |
DOM + Network (default) |
relaxed |
DOM only |
# For strict testing
config = StabilizationConfig.strict()
# For apps with background traffic
config = StabilizationConfig.relaxed()
# For CI environments
config = StabilizationConfig.ci()If you don't want to wrap the driver:
from waitless import wait_for_stability
wait_for_stability(driver)
driver.find_element(By.ID, "button").click()from waitless import unstabilize
driver = unstabilize(driver) # Back to original behaviorWhen tests fail, get detailed analysis:
from waitless import get_diagnostics, StabilizationTimeout
from waitless.diagnostics import print_report
try:
driver.find_element(By.ID, "slow-button").click()
except StabilizationTimeout as e:
diagnostics = get_diagnostics(driver)
print_report(diagnostics) # Print detailed reportpython -m waitless doctor --file diagnostics.jsonSample output:
+--------------------------------------------------------------------+
| WAITLESS STABILITY REPORT |
+--------------------------------------------------------------------+
| BLOCKING FACTORS: |
| [!] NETWORK: 2 request(s) still pending |
| -> GET /api/users |
| [!] ANIMATIONS: 1 active animation(s) |
+--------------------------------------------------------------------+
| SUGGESTIONS: |
| 1. Set network_idle_threshold=2 for background traffic |
| 2. Use animation_detection=False for infinite spinners |
+--------------------------------------------------------------------+
The default network_idle_threshold=2 allows some background traffic.
Many apps have background traffic that never stops:
- Analytics calls
- Long polling
- Feature flags
- WebSocket heartbeats
If tests timeout frequently, try:
config = StabilizationConfig(network_idle_threshold=2)The stabilized driver returns wrapped elements that auto-wait. They behave like WebElements but:
isinstance(element, WebElement)returnsFalse- Use
.unwrap()to get the original element if needed
element = driver.find_element(By.ID, "button")
original = element.unwrap() # Gets the real WebElement- WebSocket/SSE Awareness - Track WebSocket and Server-Sent Events activity
- Framework Adapters - React, Angular, Vue hooks for framework-specific settling
- iframe Support - Monitor same-origin iframes
- Performance Benchmarks - Built-in benchmark suite
# Enable new v1.0 features
config = StabilizationConfig(
track_websocket=True, # WebSocket monitoring
track_sse=True, # SSE monitoring
framework_hooks=['react'], # React adapter
track_iframes=True, # iframe monitoring
)| Metric | Typical Value |
|---|---|
| Instrumentation injection | Environment-dependent; run python -m benchmarks.overhead_test |
| Per-poll overhead | Environment-dependent; run the bundled benchmark |
| Poll interval (default) | 50ms |
| Typical stabilization | 50-200ms after activity |
Wrapped get(), refresh(), back(), and forward() wait after Selenium's
synchronous navigation call returns. For SPA route changes initiated by page
JavaScript, Waitless validates/re-injects instrumentation on the next wait:
- Checks
__waitless__.isAlive()before each wait - Detects URL changes via
driver.current_url - Re-injects if instrumentation is missing
This does not observe routes continuously, and cross-origin iframe internals remain outside the browser same-origin boundary.
find_elements() keeps Selenium's immediate-empty lookup semantics: after the
page-stability wait, it performs one lookup and returns [] when there are no matches.
- Selenium only - Playwright support planned
- Sync only - No async/await support yet
- No Service Workers - SW network requests not intercepted
See CHANGELOG.md for version history.
| Function | Description |
|---|---|
stabilize(driver, config=None) |
Enable auto-stabilization |
unstabilize(driver) |
Disable and return original driver |
wait_for_stability(driver, timeout=None) |
Manual one-time wait |
get_diagnostics(driver) |
Get diagnostic data |
| Class | Description |
|---|---|
StabilizationConfig |
Configuration options |
StabilizedWebDriver |
Wrapped driver with auto-wait |
StabilizedWebElement |
Wrapped element with auto-wait |
StabilizationTimeout |
Exception when UI doesn't stabilize |
MIT