Co-authored-by: root <root@umbriel-b200-017.ipp4a1.colossus.nvidia.com> Co-authored-by: Yineng Zhang <me@zhyncs.com>
160 lines
5.0 KiB
Python
160 lines
5.0 KiB
Python
"""
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Test script to verify SGLang config file integration.
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"""
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import os
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import tempfile
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from pathlib import Path
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import pytest
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import yaml
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from sglang.srt.server_args import prepare_server_args
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from sglang.srt.server_args_config_parser import ConfigArgumentMerger
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@pytest.fixture
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def merger():
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"""Fixture providing a ConfigArgumentMerger instance."""
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return ConfigArgumentMerger()
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def test_server_args_config_parser(merger):
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"""Test the config parser functionality."""
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# Create a temporary config file
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config_data = {
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"model-path": "microsoft/DialoGPT-medium",
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"host": "0.0.0.0",
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"port": 30000,
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"tensor-parallel-size": 2,
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"trust-remote-code": False,
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"enable-metrics": True,
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"stream-output": True,
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"skip-server-warmup": False,
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"log-requests": True,
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"show-time-cost": True,
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"is-embedding": False,
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}
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with tempfile.NamedTemporaryFile(mode="w", suffix=".yaml", delete=False) as f:
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yaml.dump(config_data, f)
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config_file = f.name
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try:
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# Test config parser directly
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config_args = merger._parse_yaml_config(config_file)
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# Test merging with CLI args
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cli_args = ["--config", config_file, "--max-running-requests", "128"]
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merged_args = merger.merge_config_with_args(cli_args)
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# Verify the merged args contain both config and CLI values
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assert "--model-path" in merged_args
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assert "microsoft/DialoGPT-medium" in merged_args
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assert "--host" in merged_args
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assert "0.0.0.0" in merged_args
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assert "--port" in merged_args
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assert "30000" in merged_args
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assert "--tensor-parallel-size" in merged_args
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assert "2" in merged_args
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assert "--max-running-requests" in merged_args
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assert "128" in merged_args
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# Test boolean arguments
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assert "--enable-metrics" in merged_args # True boolean
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assert "--stream-output" in merged_args # True boolean
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assert "--log-requests" in merged_args # True boolean
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assert "--show-time-cost" in merged_args # True boolean
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# False booleans should not be present (only add flag if True)
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assert "--trust-remote-code" not in merged_args # False boolean
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assert "--skip-server-warmup" not in merged_args # False boolean
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assert "--is-embedding" not in merged_args # False boolean
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finally:
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os.unlink(config_file)
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def test_server_args_integration():
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"""Test the integration with server args."""
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# Create a temporary config file
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config_data = {
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"model-path": "microsoft/DialoGPT-medium",
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"host": "0.0.0.0",
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"port": 30000,
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"tensor-parallel-size": 1,
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"max-running-requests": 256,
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}
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with tempfile.NamedTemporaryFile(mode="w", suffix=".yaml", delete=False) as f:
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yaml.dump(config_data, f)
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config_file = f.name
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try:
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# Test with config file
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argv = ["--config", config_file]
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server_args = prepare_server_args(argv)
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# Verify that config values were loaded
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assert server_args.model_path == "microsoft/DialoGPT-medium"
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assert server_args.host == "0.0.0.0"
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assert server_args.port == 30000
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assert server_args.tp_size == 1
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assert server_args.max_running_requests == 256
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finally:
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os.unlink(config_file)
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def test_cli_override():
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"""Test that CLI arguments override config file values."""
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# Create a temporary config file
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config_data = {
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"model-path": "microsoft/DialoGPT-medium",
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"port": 30000,
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"tensor-parallel-size": 1,
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}
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with tempfile.NamedTemporaryFile(mode="w", suffix=".yaml", delete=False) as f:
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yaml.dump(config_data, f)
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config_file = f.name
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try:
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# Test CLI override (CLI should take precedence)
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argv = [
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"--config",
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config_file,
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"--port",
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"40000",
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"--tensor-parallel-size",
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"2",
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]
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server_args = prepare_server_args(argv)
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# Verify that CLI values override config values
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assert server_args.model_path == "microsoft/DialoGPT-medium" # From config
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assert server_args.port == 40000 # From CLI (overrides config)
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assert server_args.tp_size == 2 # From CLI (overrides config)
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finally:
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os.unlink(config_file)
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def test_error_handling():
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"""Test error handling for invalid config files."""
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# Test non-existent config file
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with pytest.raises(ValueError, match="Config file not found"):
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argv = ["--config", "non-existent.yaml"]
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prepare_server_args(argv)
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# Test invalid YAML file
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with tempfile.NamedTemporaryFile(mode="w", suffix=".yaml", delete=False) as f:
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f.write("invalid: yaml: content: [")
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invalid_yaml_file = f.name
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try:
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with pytest.raises(Exception):
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argv = ["--config", invalid_yaml_file]
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prepare_server_args(argv)
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finally:
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os.unlink(invalid_yaml_file)
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