[Feature] Support new parameter - EBNF in xgrammar (#2526)

This commit is contained in:
Adarsh Shirawalmath
2024-12-26 18:42:41 +05:30
committed by GitHub
parent 08effbff35
commit acb340728c
8 changed files with 384 additions and 2 deletions

View File

@@ -5,6 +5,7 @@ python3 -m unittest test_openai_server.TestOpenAIServer.test_completion
"""
import json
import re
import time
import unittest
@@ -535,5 +536,92 @@ The SmartHome Mini is a compact smart home assistant available in black or white
)
# -------------------------------------------------------------------------
# EBNF Test Class: TestOpenAIServerEBNF
# Launches the server with xgrammar, has only EBNF tests
# -------------------------------------------------------------------------
class TestOpenAIServerEBNF(unittest.TestCase):
@classmethod
def setUpClass(cls):
cls.model = DEFAULT_SMALL_MODEL_NAME_FOR_TEST
cls.base_url = DEFAULT_URL_FOR_TEST
cls.api_key = "sk-123456"
# passing xgrammar specifically
other_args = ["--grammar-backend", "xgrammar"]
cls.process = popen_launch_server(
cls.model,
cls.base_url,
timeout=DEFAULT_TIMEOUT_FOR_SERVER_LAUNCH,
api_key=cls.api_key,
other_args=other_args,
)
cls.base_url += "/v1"
cls.tokenizer = get_tokenizer(DEFAULT_SMALL_MODEL_NAME_FOR_TEST)
@classmethod
def tearDownClass(cls):
kill_process_tree(cls.process.pid)
def test_ebnf(self):
"""
Ensure we can pass `ebnf` to the local openai server
and that it enforces the grammar.
"""
client = openai.Client(api_key=self.api_key, base_url=self.base_url)
ebnf_grammar = r"""
root ::= "Hello" | "Hi" | "Hey"
"""
pattern = re.compile(r"^(Hello|Hi|Hey)[.!?]*\s*$")
response = client.chat.completions.create(
model=self.model,
messages=[
{"role": "system", "content": "You are a helpful EBNF test bot."},
{"role": "user", "content": "Say a greeting (Hello, Hi, or Hey)."},
],
temperature=0,
max_tokens=32,
extra_body={"ebnf": ebnf_grammar},
)
text = response.choices[0].message.content.strip()
print("EBNF test output:", repr(text))
self.assertTrue(len(text) > 0, "Got empty text from EBNF generation")
self.assertRegex(text, pattern, f"Text '{text}' doesn't match EBNF choices")
def test_ebnf_strict_json(self):
"""
A stricter EBNF that produces exactly {"name":"Alice"} format
with no trailing punctuation or extra fields.
"""
client = openai.Client(api_key=self.api_key, base_url=self.base_url)
ebnf_grammar = r"""
root ::= "{" pair "}"
pair ::= "\"name\"" ":" string
string ::= "\"" [A-Za-z]+ "\""
"""
pattern = re.compile(r'^\{"name":"[A-Za-z]+"\}$')
response = client.chat.completions.create(
model=self.model,
messages=[
{"role": "system", "content": "EBNF mini-JSON generator."},
{
"role": "user",
"content": "Generate single key JSON with only letters.",
},
],
temperature=0,
max_tokens=64,
extra_body={"ebnf": ebnf_grammar},
)
text = response.choices[0].message.content.strip()
print("EBNF strict JSON test output:", repr(text))
self.assertTrue(len(text) > 0, "Got empty text from EBNF strict JSON test")
self.assertRegex(
text, pattern, f"Text '{text}' not matching the EBNF strict JSON shape"
)
if __name__ == "__main__":
unittest.main()