Files
sglang/test/registered/unit
laoyao0822 2387787ebc Fail fast when CP compose would hide dense fallback
CP shared-KV bs>1 compose must not silently fall back to dense full-buffer collectives when CUDA TAI materialize is expected. The fallback masks both correctness contract drift and severe synchronization/communication regressions, especially while comparing the symm path with the older IPC path.\n\nThis keeps CPU/unit-test fallback available, but makes production CUDA+TAI runs raise an explicit compose_v2 fail-fast for token-KV and index dense fallback. It also records the symm-vs-IPC comparison contract so barrier and collective counts are evaluated alongside elapsed time.\n\nConstraint: Production cache-hit-heavy bs>1 paths must expose unexpected dense collectives instead of silently taking them.\nRejected: Cherry-pick the old IPC branch wholesale | it conflicts with the symm compose design and would mix two transport protocols before benchmarking.\nRejected: Allow dense fallback with warning only | warning can be missed and still corrupts performance conclusions.\nConfidence: medium\nScope-risk: moderate\nDirective: Do not re-enable dense full fallback in CUDA+TAI compose paths without a benchmark proving it is intentional and a correctness test covering cache-hit bs>1.\nTested: python -m py_compile for cp_shared_kv_runtime.py and test_cp_shared_kv_runtime.py; git diff --check.\nNot-tested: Remote container pytest/ETE; local pytest is not reliable in this workspace because dependencies such as orjson are missing.
2026-06-12 23:57:40 +08:00
..

Unit Tests

Component-level tests that do not launch a server or load model weights. Tests can use CPU or GPU — the key criterion is no server process.

Quick Start

  1. Find the source file under python/sglang/srt/.
  2. Create the corresponding test here, mirroring the source tree:
    srt/mem_cache/radix_cache.py       →  unit/mem_cache/test_radix_cache.py
    srt/sampling/sampling_params.py    →  unit/sampling/test_sampling_params.py
    
  3. Register for CI at the top of the file (after imports, before test classes):
    from sglang.test.ci.ci_register import register_cpu_ci
    register_cpu_ci(est_time=5, suite="stage-a-test-cpu")
    # or: register_cuda_ci(est_time=10, suite="stage-b-test-1-gpu-small")
    
  4. Run locally:
    pytest test/registered/unit/ -v            # all unit tests
    pytest test/registered/unit/mem_cache/ -v  # one module
    
  5. Run with coverage:
    # summary
    pytest test/registered/unit/ --cov --cov-config=.coveragerc -v
    
    # PR incremental check (require ≥60% on changed lines)
    pytest test/registered/unit/ --cov --cov-config=.coveragerc --cov-report=xml
    diff-cover coverage.xml --compare-branch=origin/main --fail-under=60
    

Example

"""Unit tests for <module> — no server, no model loading."""

from sglang.test.ci.ci_register import register_cpu_ci

register_cpu_ci(est_time=5, suite="stage-a-test-cpu")

import unittest

from sglang.srt.<module> import TargetClass
from sglang.test.test_utils import CustomTestCase


class TestTargetClass(CustomTestCase):
    def test_basic_behavior(self):
        obj = TargetClass(...)
        self.assertEqual(obj.method(), expected)


if __name__ == "__main__":
    unittest.main()

Rules

  • No popen_launch_server() or Engine(...).
  • No model weight loading.
  • Use CustomTestCase (from sglang.test.test_utils, adds CI retry).
  • Use unittest.mock for dependencies that are expensive to construct.