hermes-agent/tests/run_agent/test_compression_trigger_excludes_reasoning.py
Sanjays2402 570f8bab8f fix(compression): exclude completion tokens from compression trigger (#12026)
Cherry-picked from PR #12481 by @Sanjays2402.

Reasoning models (GLM-5.1, QwQ, DeepSeek R1) inflate completion_tokens
with internal thinking tokens. The compression trigger summed
prompt_tokens + completion_tokens, causing premature compression at ~42%
actual context usage instead of the configured 50% threshold.

Now uses only prompt_tokens — completion tokens don't consume context
window space for the next API call.

- 3 new regression tests
- Added AUTHOR_MAP entry for @Sanjays2402

Closes #12026
2026-04-20 05:12:10 -07:00

61 lines
2.4 KiB
Python

"""Verify compression trigger excludes reasoning/completion tokens (#12026).
Thinking models (GLM-5.1, QwQ, DeepSeek R1) inflate completion_tokens with
reasoning tokens that don't consume context window space. The compression
trigger must use only prompt_tokens so sessions aren't prematurely split.
"""
import types
import pytest
from unittest.mock import MagicMock, patch
def _make_agent_stub(prompt_tokens, completion_tokens, threshold_tokens):
"""Create a minimal stub that exercises the compression check path."""
compressor = types.SimpleNamespace(
last_prompt_tokens=prompt_tokens,
last_completion_tokens=completion_tokens,
threshold_tokens=threshold_tokens,
)
# Replicate the fixed logic from run_agent.py ~line 11273
if compressor.last_prompt_tokens > 0:
real_tokens = compressor.last_prompt_tokens # Fixed: no completion
else:
real_tokens = 0
return real_tokens, compressor
class TestCompressionTriggerExcludesReasoning:
def test_high_reasoning_tokens_should_not_trigger_compression(self):
"""With the old bug, 40k prompt + 80k reasoning = 120k > 100k threshold.
After the fix, only 40k prompt is compared — no compression."""
real_tokens, comp = _make_agent_stub(
prompt_tokens=40_000,
completion_tokens=80_000, # reasoning-heavy model
threshold_tokens=100_000,
)
assert real_tokens == 40_000
assert real_tokens < comp.threshold_tokens, (
"Should NOT trigger compression — only prompt tokens matter"
)
def test_high_prompt_tokens_should_trigger_compression(self):
"""When prompt tokens genuinely exceed the threshold, compress."""
real_tokens, comp = _make_agent_stub(
prompt_tokens=110_000,
completion_tokens=5_000,
threshold_tokens=100_000,
)
assert real_tokens == 110_000
assert real_tokens >= comp.threshold_tokens, (
"Should trigger compression — prompt tokens exceed threshold"
)
def test_zero_prompt_tokens_falls_back(self):
"""When provider returns 0 prompt tokens, real_tokens is 0 (fallback path)."""
real_tokens, _ = _make_agent_stub(
prompt_tokens=0,
completion_tokens=50_000,
threshold_tokens=100_000,
)
assert real_tokens == 0