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99 行
3.5 KiB
Markdown
99 行
3.5 KiB
Markdown
# Unit Tests
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Component-level tests that do **not** launch a server or load model weights.
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Tests can use CPU or GPU — the key criterion is **no server process**.
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## Quick Start
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1. Find the source file under `python/sglang/srt/`.
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2. Create the corresponding test here, mirroring the source tree:
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```
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srt/mem_cache/radix_cache.py → unit/mem_cache/test_radix_cache.py
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srt/sampling/sampling_params.py → unit/sampling/test_sampling_params.py
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```
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3. Register for CI at the **top of the file** (after imports, before test classes):
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```python
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from sglang.test.ci.ci_register import register_cpu_ci
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register_cpu_ci(est_time=5, suite="base-a-test-cpu")
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# or: register_cuda_ci(est_time=10, stage="base-b", runner_config="1-gpu-small")
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```
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CUDA suites whose names follow `{stage}-test-{runner_config}` use the
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`stage=` + `runner_config=` form. Legacy `suite="..."` is kept for
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nightly/stress/weekly + AMD/CPU/NPU suites that don't fit that shape.
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4. Run locally:
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```bash
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pytest test/registered/unit/ -v # all unit tests
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pytest test/registered/unit/mem_cache/ -v # one module
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```
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5. Run with coverage:
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```bash
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# summary
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pytest test/registered/unit/ --cov --cov-config=.coveragerc -v
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# PR incremental check (require ≥60% on changed lines)
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pytest test/registered/unit/ --cov --cov-config=.coveragerc --cov-report=xml
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diff-cover coverage.xml --compare-branch=origin/main --fail-under=60
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```
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## Examples
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### Basic unit test
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```python
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"""Unit tests for <module> — no server, no model loading."""
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from sglang.test.ci.ci_register import register_cpu_ci
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register_cpu_ci(est_time=5, suite="base-a-test-cpu")
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import unittest
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from sglang.srt.<module> import TargetClass
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from sglang.test.test_utils import CustomTestCase
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class TestTargetClass(CustomTestCase):
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def test_basic_behavior(self):
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obj = TargetClass(...)
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self.assertEqual(obj.method(), expected)
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if __name__ == "__main__":
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unittest.main()
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```
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### Stubbing GPU-only imports for CPU tests
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Some modules (e.g. `scheduler.py`, `io_struct.py`) transitively import packages like
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`sgl_kernel` that require a GPU to initialize. To run pure-mock tests against these
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modules on CPU-only CI, stub the problematic package **before** importing it.
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`maybe_stub_sgl_kernel()` in `test_utils.py` does this for `sgl_kernel`: it's a no-op
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on GPU machines, and on CPU it installs a `sys.meta_path` finder that auto-creates empty
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stub modules for all `sgl_kernel.*` submodules.
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```python
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from sglang.test.ci.ci_register import register_cpu_ci
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from sglang.test.test_utils import maybe_stub_sgl_kernel
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maybe_stub_sgl_kernel() # must precede any import that pulls in sgl_kernel
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from sglang.srt.managers.io_struct import FlushCacheReqInput
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from sglang.srt.managers.scheduler import Scheduler
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register_cpu_ci(est_time=2, suite="base-a-test-cpu")
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```
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The same pattern (`sys.meta_path` finder) can be applied to other GPU-only packages.
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See `maybe_stub_sgl_kernel()` in `python/sglang/test/test_utils.py` for the
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implementation. Do not directly mutate `sys.modules` at module level — pytest
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imports all test files before running any, so such mutations pollute the entire
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process. If you must stub, use `patch.dict("sys.modules", ...)` with proper cleanup.
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## Rules
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- **No** `popen_launch_server()` or `Engine(...)`.
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- **No** model weight loading.
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- Use `CustomTestCase` (from `sglang.test.test_utils`, adds CI retry).
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- Use `unittest.mock` for dependencies that are expensive to construct.
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