laoyao0822
a32050d1d8
Index-topk sharing previously required editing model config or passing raw JSON overrides. Add first-class server args that merge into json_model_override_args before ModelConfig is read, preserving existing JSON overrides while letting launch scripts toggle index_topk_freq directly. Treat offset 0 as unset so wrappers can use 0 for default behavior without injecting a model-config override. Constraint: Prefill and decode launch commands need the same effective model config without mutating /ssd model files. Rejected: Require editing config.json | operationally fragile across g0034/g0035/g0036 model copies. Rejected: Only use --json-model-override-args | works but is too error-prone for frequent launch-command tuning. Confidence: high Scope-risk: narrow Directive: Keep these flags as model-config override shortcuts; apply them before any get_model_config() call. Tested: Remote pytest in g0034 container for NSA index override parser tests: 2 passed. Tested: py_compile for server_args.py and test_server_args.py. Not-tested: Full prefill/decode ETE launch with --nsa-index-topk-freq enabled.
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.