"""Unit test for benchmark/hicache/bench_long_context.py. Guards against the regression where ContextWorkloadGenerator.__init__ replaces WorkloadGenerator.__init__ entirely but forgets to set attributes the inherited request_sender/handle_request methods need (e.g. self.request_func). """ import json import sys import tempfile import unittest from pathlib import Path from types import SimpleNamespace from unittest.mock import MagicMock, patch from sglang.test.ci.ci_register import register_cpu_ci from sglang.test.test_utils import CustomTestCase register_cpu_ci(est_time=5, suite="base-a-test-cpu") REPO_ROOT = Path(__file__).resolve().parents[3] HICACHE_DIR = REPO_ROOT / "benchmark" / "hicache" if str(HICACHE_DIR) not in sys.path: sys.path.insert(0, str(HICACHE_DIR)) import bench_long_context # noqa: E402 from sglang.test.kits.cache_hit_kit import async_request_sglang_generate # noqa: E402 def _build_args(dataset_path: str) -> SimpleNamespace: return SimpleNamespace( host="localhost", port=30000, model_path="meta-llama/Llama-3.2-1B-Instruct", distribution="poisson", request_rate=1.0, dataset_path=dataset_path, num_clients=2, max_parallel=2, log_file="performance_metrics.jsonl", tag="", ) def _fake_dataset() -> dict: return { "contexts": ["ctx-zero ", "ctx-one "], "queries": [ {"context": 0, "question": "q0", "reference_answer": "a0"}, {"context": 1, "question": "q1", "reference_answer": "a1"}, ], } class TestContextWorkloadGeneratorInit(CustomTestCase): """Verify ContextWorkloadGenerator wires up everything its inherited request_sender/handle_request/run methods rely on.""" def setUp(self): self._tmp = tempfile.NamedTemporaryFile(mode="w", suffix=".json", delete=False) json.dump(_fake_dataset(), self._tmp) self._tmp.close() self.dataset_path = self._tmp.name mock_tokenizer = MagicMock() mock_tokenizer.encode.return_value = [1, 2, 3, 4] mock_tokenizer.return_value = {"input_ids": [5, 6]} self._tok_patch = patch.object( bench_long_context, "get_tokenizer", return_value=mock_tokenizer ) self._tok_patch.start() def tearDown(self): self._tok_patch.stop() Path(self.dataset_path).unlink(missing_ok=True) def test_request_func_is_set(self): """The bug we're guarding against: request_func not being set caused AttributeError as soon as the request_sender thread fired.""" gen = bench_long_context.ContextWorkloadGenerator( _build_args(self.dataset_path) ) self.assertTrue(callable(getattr(gen, "request_func", None))) self.assertIs(gen.request_func, async_request_sglang_generate) def test_inherits_workload_generator_contract(self): """All attributes WorkloadGenerator's run-time methods touch must exist.""" gen = bench_long_context.ContextWorkloadGenerator( _build_args(self.dataset_path) ) # handle_request (bench_multiturn.py) reads these for attr in ("request_func", "url", "pbar", "response_queue", "finished_time"): self.assertTrue(hasattr(gen, attr), f"missing attribute: {attr}") # request_sender reads these for attr in ( "sent_requests", "completed_requests", "max_parallel", "ready_queue", "distribution", "request_rate", ): self.assertTrue(hasattr(gen, attr), f"missing attribute: {attr}") # run() reads these for attr in ("performance_metrics", "enable_round_barrier"): self.assertTrue(hasattr(gen, attr), f"missing attribute: {attr}") def test_url_targets_sglang_generate_endpoint(self): gen = bench_long_context.ContextWorkloadGenerator( _build_args(self.dataset_path) ) self.assertEqual(gen.url, "http://localhost:30000/generate") def test_ready_queue_size_matches_dataset(self): gen = bench_long_context.ContextWorkloadGenerator( _build_args(self.dataset_path) ) # 2 queries in fake dataset, num_clients=2 → 2 init requests self.assertEqual(len(gen.ready_queue.requests), 2) if __name__ == "__main__": unittest.main()