Batch-size support needs request-first CP metadata; treating a batch as one long sequence breaks page ownership, top-k ranges, and phase1 compact output collection. This adds a batch CP plan that records per-request page-aligned splits, rank-local offsets, kv/actual-seq metadata, last-token owners, and flattened descriptors for downstream allocator/runtime workstreams. The scalar full-rerange path now fail-fasts for batch metadata so bs>1 cannot silently discard the narrow-output optimization or restore hidden states with single-request assumptions. Constraint: CP shared-KV cache state is page-owned and must preserve request boundaries under bs>1. Rejected: Let bs>1 fall back to scalar full hidden rerange | it loses the phase1 communication reduction and uses wrong single-request metadata. Rejected: Add a collective to confirm batch plans | all ranks can derive the same plan from CPU metadata and config. Confidence: medium Scope-risk: moderate Directive: Do not remove batch fail-fast guards until W2/W3 consumers use CPSharedKVBatchPlan end-to-end. Tested: python -m py_compile python/sglang/srt/layers/attention/nsa/utils.py test/registered/unit/layers/test_nsa_cp_utils.py Tested: remote g0034 container PYTHONPATH=python python -m pytest -q test/registered/unit/layers/test_nsa_cp_utils.py -> 39 passed Not-tested: full ETE bs>1 CP shared-KV runtime; W2/W3 allocator/direct-write consumers are not implemented yet
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.