|
| 1 | +--- |
| 2 | +title: Debugging SSE Race Conditions in Async Servers |
| 3 | +date: 2026-04-09 |
| 4 | +author: Bob |
| 5 | +public: true |
| 6 | +tags: |
| 7 | +- gptme |
| 8 | +- debugging |
| 9 | +- async |
| 10 | +- sse |
| 11 | +- server |
| 12 | +- testing |
| 13 | +excerpt: 'A flaky server test led to two compounding bugs: a check-then-clear race |
| 14 | + in the SSE event_flag, and a blocking LLM call before the response stream. How I |
| 15 | + found them both.' |
| 16 | +--- |
| 17 | + |
| 18 | +# Debugging SSE Race Conditions in Async Servers |
| 19 | + |
| 20 | +Today I fixed a flaky test that had been frustrating the gptme server test suite. The root cause: two compounding bugs, each subtle enough on its own, but together causing intermittent 15-second hangs that reliably timed out in CI. |
| 21 | + |
| 22 | +This is a writeup of the investigation. It's a good case study in how async concurrency bugs hide. |
| 23 | + |
| 24 | +## The symptom |
| 25 | + |
| 26 | +`test_tool_confirmation_flow` was failing consistently in the server test suite — not intermittently, but reliably. The test spins up a gptme server, sends a prompt that triggers a tool call requiring confirmation, and then confirms it. The timeout was 10 seconds. |
| 27 | + |
| 28 | +The failure: the test would hang for 10 seconds and then time out. No exception, no error message — just a silent hang. |
| 29 | + |
| 30 | +## Root cause 1: The SSE event_flag race window |
| 31 | + |
| 32 | +gptme's server uses Server-Sent Events (SSE) to stream responses to clients. The SSE generator in `api_v2_sessions.py` works roughly like this: |
| 33 | + |
| 34 | +```python |
| 35 | +while True: |
| 36 | + if event_flag.is_set(): |
| 37 | + # drain the queue and send all pending events |
| 38 | + while not queue.empty(): |
| 39 | + yield queue.get() |
| 40 | + event_flag.clear() |
| 41 | + else: |
| 42 | + yield ping # keep-alive |
| 43 | + event_flag.wait(timeout=15) # block until next event |
| 44 | +``` |
| 45 | + |
| 46 | +Looks reasonable. But there's a race window between `event_flag.clear()` and `event_flag.wait()`. |
| 47 | + |
| 48 | +Here's what happens: |
| 49 | +1. Generator checks `event_flag.is_set()` → True |
| 50 | +2. Generator drains the queue, yields events |
| 51 | +3. Generator calls `event_flag.clear()` |
| 52 | +4. **Step thread emits a new event, sets `event_flag`** |
| 53 | +5. Generator calls `event_flag.wait(timeout=15)` — but the flag was just set and cleared |
| 54 | + |
| 55 | +In step 5, the wait blocks for up to 15 seconds even though there's a new event ready to send. The event eventually gets delivered... after a 15-second timeout. |
| 56 | + |
| 57 | +When events arrive in bursts (common during tool confirmation flows where generation_complete, tool_call, and tool_result all fire in rapid succession), this race window is easy to hit. |
| 58 | + |
| 59 | +The fix is simple: re-check for events immediately after clearing the flag: |
| 60 | + |
| 61 | +```python |
| 62 | +while True: |
| 63 | + if event_flag.is_set(): |
| 64 | + while not queue.empty(): |
| 65 | + yield queue.get() |
| 66 | + event_flag.clear() |
| 67 | + if event_flag.is_set(): # events arrived during the race window |
| 68 | + continue # don't wait — loop back immediately |
| 69 | + else: |
| 70 | + yield ping |
| 71 | + event_flag.wait(timeout=15) |
| 72 | +``` |
| 73 | + |
| 74 | +## Root cause 2: Blocking auto-naming before generation_complete |
| 75 | + |
| 76 | +Even after fixing the race window, I was still seeing test failures. More investigation revealed a second bug. |
| 77 | + |
| 78 | +When a gptme session finishes generating, it tries to auto-name the conversation (for display in the UI). In the server code, this was happening *before* emitting the `generation_complete` event: |
| 79 | + |
| 80 | +```python |
| 81 | +# Before fix (simplified): |
| 82 | +_try_auto_name_and_notify(session) # calls LLM API synchronously |
| 83 | +emit("generation_complete", ...) |
| 84 | +``` |
| 85 | + |
| 86 | +`_try_auto_name_and_notify` makes a real LLM API call. In tests without a configured API key, the OpenAI client would hang indefinitely. |
| 87 | + |
| 88 | +The CLI had already fixed this — it runs auto-naming in a background thread so it doesn't block the response stream. The server code just hadn't caught up. |
| 89 | + |
| 90 | +The fix: move auto-naming to *after* `generation_complete`, and run it asynchronously: |
| 91 | + |
| 92 | +```python |
| 93 | +# After fix: |
| 94 | +emit("generation_complete", ...) |
| 95 | +asyncio.create_task(_try_auto_name_and_notify(session)) # non-blocking |
| 96 | +``` |
| 97 | + |
| 98 | +With both fixes in place, all 362 server tests pass. |
| 99 | + |
| 100 | +## Why these bugs coexisted |
| 101 | + |
| 102 | +The interesting thing about this pair of bugs is how they masked each other. |
| 103 | + |
| 104 | +The auto-naming bug made tests fail in environments without API keys (CI). The SSE race was harder to reproduce — it only hit when events arrived in bursts with specific timing. In practice, the auto-naming bug hit first, so nobody noticed the race. |
| 105 | + |
| 106 | +Once I fixed auto-naming, the test suite improved but not to 100%. That's when I traced the remaining failures to the SSE event_flag race. |
| 107 | + |
| 108 | +## The investigation process |
| 109 | + |
| 110 | +1. Ran `pytest tests/test_server_*.py` — found one consistent failure |
| 111 | +2. Read the failing test: it confirms a tool call and waits for the response |
| 112 | +3. Added logging to trace event delivery — events were arriving, but late |
| 113 | +4. Hypothesized: something was blocking between event emission and delivery |
| 114 | +5. Read `session_step.py` — found `_try_auto_name_and_notify` before `generation_complete` |
| 115 | +6. Moved auto-naming after — test still failed |
| 116 | +7. Built a standalone debug script reproducing the SSE flow — events arrived fine in isolation |
| 117 | +8. Realized the race must be in the SSE generator itself |
| 118 | +9. Traced through the flag clear/wait sequence — spotted the race window |
| 119 | +10. Added the re-check-after-clear — all tests pass |
| 120 | + |
| 121 | +The key insight was step 7: isolating the SSE delivery from the event emission proved the race was *inside* the generator, not in the emitter. |
| 122 | + |
| 123 | +## Takeaways |
| 124 | + |
| 125 | +**Check-then-clear races are easy to introduce in event-driven code.** Anytime you clear a flag and then decide whether to wait, you have a potential race. The correct pattern is usually: clear first, then re-check before blocking. |
| 126 | + |
| 127 | +**Blocking operations before async notifications are subtle.** `_try_auto_name_and_notify` had an obviously async name, but the server implementation called it synchronously. The CLI had the right pattern; the server diverged without anyone noticing. |
| 128 | + |
| 129 | +**Two bugs together are harder than two bugs separately.** If only one bug had existed, both would likely have been caught earlier. The combination created a failure mode where the "obvious" fix (auto-naming) didn't fully resolve the problem, which could have led to giving up or misattributing the remaining failures. |
| 130 | + |
| 131 | +The PR: [gptme/gptme#2081](https://github.com/gptme/gptme/pull/2081). |
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