Prefill CP shared KV uses the PAGED fused topk path, but topk_transform still built RAGGED topk offsets before dispatching by method. That introduced cumsum/repeat_interleave work after MQA, showing up as DeviceScanInitKernel and host/device traffic in profiles even though PAGED topk only needs cu_seqlens_q. Move metadata construction into the selected branch and pass precomputed single-segment CP cu_seqlens overrides from NSA CP metadata. Constraint: PAGED fused topk needs cu_seqlens_q but does not consume topk_indices_offset.\nRejected: Add a kernel to fuse repeat_interleave for PAGED | the offset is unused in the current path, so avoiding it is cheaper and safer.\nConfidence: high\nScope-risk: narrow\nDirective: Do not reintroduce unconditional topk_indices_offset construction in topk_transform; keep RAGGED-only metadata on the RAGGED branch.\nTested: python -m py_compile for modified files locally; g0034 container python3 -m py_compile for modified files; g0034 container python3 test/registered/unit/layers/test_nsa_cp_utils.py ran 23 tests OK.\nNot-tested: Full server profile after restart; full SGLang test suite.
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
- Find the source file under
python/sglang/srt/. - 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 - 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") - Run locally:
pytest test/registered/unit/ -v # all unit tests pytest test/registered/unit/mem_cache/ -v # one module - 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()orEngine(...). - No model weight loading.
- Use
CustomTestCase(fromsglang.test.test_utils, adds CI retry). - Use
unittest.mockfor dependencies that are expensive to construct.