Migrate more server args to annotated style (#28830)
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"""Unit tests for migrated ServerArgs CLI metadata."""
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import argparse
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import ast
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import inspect
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import textwrap
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import unittest
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from sglang.srt.server_args import ServerArgs
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from sglang.srt.utils.common import human_readable_int
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from sglang.test.ci.ci_register import register_cpu_ci
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from sglang.test.test_utils import CustomTestCase
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register_cpu_ci(est_time=5, suite="base-a-test-cpu")
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MIGRATED_OPTIONS = frozenset(
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{
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"--dtype",
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"--quantization",
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"--quantization-param-path",
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"--kv-cache-dtype",
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"--enable-fp32-lm-head",
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"--modelopt-quant",
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"--modelopt-checkpoint-restore-path",
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"--modelopt-checkpoint-save-path",
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"--modelopt-export-path",
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"--quantize-and-serve",
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"--rl-quant-profile",
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"--mem-fraction-static",
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"--max-running-requests",
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"--max-queued-requests",
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"--max-total-tokens",
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"--chunked-prefill-size",
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"--prefill-max-requests",
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"--enable-dynamic-chunking",
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"--max-prefill-tokens",
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"--schedule-policy",
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"--enable-priority-scheduling",
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"--disable-priority-preemption",
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"--default-priority-value",
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"--abort-on-priority-when-disabled",
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"--schedule-low-priority-values-first",
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"--priority-scheduling-preemption-threshold",
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"--schedule-conservativeness",
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"--page-size",
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"--swa-full-tokens-ratio",
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"--disable-hybrid-swa-memory",
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"--radix-eviction-policy",
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"--enable-prefill-delayer",
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"--prefill-delayer-max-delay-passes",
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"--prefill-delayer-token-usage-low-watermark",
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"--prefill-delayer-forward-passes-buckets",
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"--prefill-delayer-wait-seconds-buckets",
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"--prefill-delayer-queue-min-ratio",
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"--prefill-delayer-max-delay-ms",
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"--data-parallel-size",
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"--dp-size",
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"--load-balance-method",
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}
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)
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class TestServerArgsMigratedCliMetadata(CustomTestCase):
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@classmethod
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def setUpClass(cls):
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cls.parser = argparse.ArgumentParser()
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ServerArgs.add_cli_args(cls.parser)
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cls.actions_by_option = {
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option: action
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for action in cls.parser._actions
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for option in action.option_strings
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}
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def test_migrated_options_are_registered_by_dataclass_metadata(self):
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add_cli_args_source = textwrap.dedent(
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inspect.getsource(ServerArgs.add_cli_args)
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)
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add_cli_args_tree = ast.parse(add_cli_args_source)
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manual_options = {
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node.value
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for node in ast.walk(add_cli_args_tree)
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if isinstance(node, ast.Constant)
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and isinstance(node.value, str)
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and node.value.startswith("--")
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}
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self.assertFalse(MIGRATED_OPTIONS & manual_options)
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self.assertIn("--prefill-round-robin-balance", manual_options)
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def test_argparse_shape_is_preserved_for_representative_migrated_options(self):
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self.assertEqual(self.actions_by_option["--dtype"].default, ServerArgs.dtype)
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self.assertEqual(
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self.actions_by_option["--dtype"].choices,
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["auto", "half", "float16", "bfloat16", "float", "float32"],
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)
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self.assertIs(self.actions_by_option["--dtype"].type, str)
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self.assertIs(
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self.actions_by_option["--max-total-tokens"].type, human_readable_int
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)
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self.assertIs(
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self.actions_by_option["--max-prefill-tokens"].type, human_readable_int
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)
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self.assertIs(
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self.actions_by_option["--prefill-delayer-forward-passes-buckets"].type,
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float,
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)
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self.assertEqual(
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self.actions_by_option["--prefill-delayer-forward-passes-buckets"].nargs,
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"+",
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)
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self.assertEqual(
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self.actions_by_option["--schedule-policy"].choices,
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["lpm", "random", "fcfs", "dfs-weight", "lof", "priority", "routing-key"],
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)
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self.assertEqual(
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self.actions_by_option["--load-balance-method"].choices,
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[
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"auto",
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"round_robin",
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"follow_bootstrap_room",
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"total_requests",
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"total_tokens",
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],
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)
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def test_data_parallel_aliases_keep_old_usage(self):
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for option in ("--data-parallel-size", "--dp-size"):
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with self.subTest(option=option):
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args = self.parser.parse_args(["--model", "dummy", option, "3"])
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self.assertEqual(args.data_parallel_size, 3)
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self.assertEqual(ServerArgs.from_cli_args(args).dp_size, 3)
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def test_migrated_and_manual_options_parse_together(self):
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args = self.parser.parse_args(
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[
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"--model",
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"dummy",
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"--dtype",
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"bfloat16",
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"--max-total-tokens",
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"1024",
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"--prefill-delayer-forward-passes-buckets",
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"1.5",
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"2.5",
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"--data-parallel-size",
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"2",
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"--load-balance-method",
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"total_tokens",
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"--tp-size",
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"4",
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]
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)
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server_args = ServerArgs.from_cli_args(args)
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self.assertEqual(server_args.dtype, "bfloat16")
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self.assertEqual(server_args.max_total_tokens, 1024)
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self.assertEqual(server_args.prefill_delayer_forward_passes_buckets, [1.5, 2.5])
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self.assertEqual(server_args.dp_size, 2)
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self.assertEqual(server_args.load_balance_method, "total_tokens")
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self.assertEqual(server_args.tp_size, 4)
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if __name__ == "__main__":
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unittest.main()
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