[Frontend] Add Early Validation For Chat Template / Tool Call Parser (#9151)

Signed-off-by: Alex-Brooks <Alex.Brooks@ibm.com>
This commit is contained in:
Alex Brooks
2024-10-08 08:31:26 -06:00
committed by GitHub
parent a3691b6b5e
commit 069d3bd8d0
5 changed files with 153 additions and 70 deletions

View File

@@ -1,91 +1,131 @@
import json
import unittest
from vllm.entrypoints.openai.cli_args import make_arg_parser
import pytest
from vllm.entrypoints.openai.cli_args import (make_arg_parser,
validate_parsed_serve_args)
from vllm.entrypoints.openai.serving_engine import LoRAModulePath
from vllm.utils import FlexibleArgumentParser
from ...utils import VLLM_PATH
LORA_MODULE = {
"name": "module2",
"path": "/path/to/module2",
"base_model_name": "llama"
}
CHATML_JINJA_PATH = VLLM_PATH / "examples/template_chatml.jinja"
assert CHATML_JINJA_PATH.exists()
class TestLoraParserAction(unittest.TestCase):
@pytest.fixture
def serve_parser():
parser = FlexibleArgumentParser(description="vLLM's remote OpenAI server.")
return make_arg_parser(parser)
def setUp(self):
# Setting up argparse parser for tests
parser = FlexibleArgumentParser(
description="vLLM's remote OpenAI server.")
self.parser = make_arg_parser(parser)
def test_valid_key_value_format(self):
# Test old format: name=path
args = self.parser.parse_args([
'--lora-modules',
'module1=/path/to/module1',
### Tests for Lora module parsing
def test_valid_key_value_format(serve_parser):
# Test old format: name=path
args = serve_parser.parse_args([
'--lora-modules',
'module1=/path/to/module1',
])
expected = [LoRAModulePath(name='module1', path='/path/to/module1')]
assert args.lora_modules == expected
def test_valid_json_format(serve_parser):
# Test valid JSON format input
args = serve_parser.parse_args([
'--lora-modules',
json.dumps(LORA_MODULE),
])
expected = [
LoRAModulePath(name='module2',
path='/path/to/module2',
base_model_name='llama')
]
assert args.lora_modules == expected
def test_invalid_json_format(serve_parser):
# Test invalid JSON format input, missing closing brace
with pytest.raises(SystemExit):
serve_parser.parse_args([
'--lora-modules', '{"name": "module3", "path": "/path/to/module3"'
])
expected = [LoRAModulePath(name='module1', path='/path/to/module1')]
self.assertEqual(args.lora_modules, expected)
def test_valid_json_format(self):
# Test valid JSON format input
args = self.parser.parse_args([
def test_invalid_type_error(serve_parser):
# Test type error when values are not JSON or key=value
with pytest.raises(SystemExit):
serve_parser.parse_args([
'--lora-modules',
json.dumps(LORA_MODULE),
'invalid_format' # This is not JSON or key=value format
])
expected = [
LoRAModulePath(name='module2',
path='/path/to/module2',
base_model_name='llama')
]
self.assertEqual(args.lora_modules, expected)
def test_invalid_json_format(self):
# Test invalid JSON format input, missing closing brace
with self.assertRaises(SystemExit):
self.parser.parse_args([
'--lora-modules',
'{"name": "module3", "path": "/path/to/module3"'
])
def test_invalid_type_error(self):
# Test type error when values are not JSON or key=value
with self.assertRaises(SystemExit):
self.parser.parse_args([
'--lora-modules',
'invalid_format' # This is not JSON or key=value format
])
def test_invalid_json_field(self):
# Test valid JSON format but missing required fields
with self.assertRaises(SystemExit):
self.parser.parse_args([
'--lora-modules',
'{"name": "module4"}' # Missing required 'path' field
])
def test_empty_values(self):
# Test when no LoRA modules are provided
args = self.parser.parse_args(['--lora-modules', ''])
self.assertEqual(args.lora_modules, [])
def test_multiple_valid_inputs(self):
# Test multiple valid inputs (both old and JSON format)
args = self.parser.parse_args([
def test_invalid_json_field(serve_parser):
# Test valid JSON format but missing required fields
with pytest.raises(SystemExit):
serve_parser.parse_args([
'--lora-modules',
'module1=/path/to/module1',
json.dumps(LORA_MODULE),
'{"name": "module4"}' # Missing required 'path' field
])
expected = [
LoRAModulePath(name='module1', path='/path/to/module1'),
LoRAModulePath(name='module2',
path='/path/to/module2',
base_model_name='llama')
]
self.assertEqual(args.lora_modules, expected)
if __name__ == '__main__':
unittest.main()
def test_empty_values(serve_parser):
# Test when no LoRA modules are provided
args = serve_parser.parse_args(['--lora-modules', ''])
assert args.lora_modules == []
def test_multiple_valid_inputs(serve_parser):
# Test multiple valid inputs (both old and JSON format)
args = serve_parser.parse_args([
'--lora-modules',
'module1=/path/to/module1',
json.dumps(LORA_MODULE),
])
expected = [
LoRAModulePath(name='module1', path='/path/to/module1'),
LoRAModulePath(name='module2',
path='/path/to/module2',
base_model_name='llama')
]
assert args.lora_modules == expected
### Tests for serve argument validation that run prior to loading
def test_enable_auto_choice_passes_without_tool_call_parser(serve_parser):
"""Ensure validation fails if tool choice is enabled with no call parser"""
# If we enable-auto-tool-choice, explode with no tool-call-parser
args = serve_parser.parse_args(args=["--enable-auto-tool-choice"])
with pytest.raises(TypeError):
validate_parsed_serve_args(args)
def test_enable_auto_choice_passes_with_tool_call_parser(serve_parser):
"""Ensure validation passes with tool choice enabled with a call parser"""
args = serve_parser.parse_args(args=[
"--enable-auto-tool-choice",
"--tool-call-parser",
"mistral",
])
validate_parsed_serve_args(args)
def test_chat_template_validation_for_happy_paths(serve_parser):
"""Ensure validation passes if the chat template exists"""
args = serve_parser.parse_args(
args=["--chat-template",
CHATML_JINJA_PATH.absolute().as_posix()])
validate_parsed_serve_args(args)
def test_chat_template_validation_for_sad_paths(serve_parser):
"""Ensure validation fails if the chat template doesn't exist"""
args = serve_parser.parse_args(args=["--chat-template", "does/not/exist"])
with pytest.raises(ValueError):
validate_parsed_serve_args(args)