🤖 Fix flaky test: test_timeout_behavior

[unfoldci-flaky-test-autopilot]

🤖 AI-Generated Fix for Flaky Test

Test Details

• Test Name: test_timeout_behavior
• Category: timing_dependency
• Model Confidence: 95%
• Data Points: 16 test runs

⚠️ MEDIUM ANALYSIS: This analysis is based on 16 test runs.
For higher statistical confidence, we recommend collecting 20+ runs.
The accuracy and reliability of this fix will improve as more test data is collected.

Root Cause Analysis

The test intermittently fails due to the random sleep duration in the slow_operation function, which can exceed the specified timeout of 0.1 seconds, leading to a TimeoutError.

🧠 AI Reasoning Process

The test 'test_timeout_behavior' is designed to check the timeout behavior of an async operation. It uses asyncio.wait_for to enforce a timeout of 0.1 seconds on a slow operation that randomly sleeps for 0.05 to 0.15 seconds. Given the nature of the random sleep, there's a chance that the operation may exceed the timeout, leading to an asyncio.TimeoutError. This suggests that the test's success depends heavily on the timing of the async operation, which can vary between runs due to the randomness introduced in the sleep duration. The alternating pass/fail pattern observed in the test history further indicates a timing dependency issue, as the test is sensitive to the scheduling of the async tasks.

What This Fix Does

Reduced the upper bound of the random sleep duration to ensure it does not exceed the 0.1-second timeout, preventing intermittent TimeoutError.

AI Model Information

• Analysis Engine: Custom fine-tuned multimodal LLM specialized for flaky test detection
• Fix Generator: Production-grade AI trained on thousands of test suite patterns
• Architecture: Hybrid ensemble combining multiple state-of-the-art models

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📊 How to Review This Fix

1. Check the changes - Review the diff to ensure it makes sense
2. Run tests locally - Verify the test passes consistently
3. Test edge cases - Consider if the fix handles all scenarios
4. Merge if satisfied - The fix should eliminate the flakiness

🔧 About Flaky Test Autopilot

This PR was automatically generated by Flaky Test Autopilot after detecting that this test fails intermittently.

• Pass Rate: Below 95% over last 100 runs
• Detection: Statistical analysis (binomial test)
• Fix Generation: AI analyzed your test and application code

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