99 lines
2.9 KiB
Python
99 lines
2.9 KiB
Python
import argparse
|
|
import json
|
|
import time
|
|
from concurrent.futures import ThreadPoolExecutor
|
|
from functools import partial
|
|
|
|
from tqdm import tqdm
|
|
|
|
from sglang.lang.ir import REGEX_FLOAT, REGEX_INT, REGEX_STR
|
|
from sglang.test.test_utils import add_common_other_args_and_parse, get_call_generate
|
|
from sglang.utils import dump_state_text, read_jsonl
|
|
|
|
REGEX_LIST = r"\[(" + REGEX_STR + ", )*" + REGEX_STR + r"\]"
|
|
|
|
|
|
# fmt: off
|
|
def json_decode(document, generate):
|
|
s = "Please extract the information of a city from the following wikipedia page.\n"
|
|
s += "Page begin.\n" + document + "Page end.\n"
|
|
s += "Here is the name, country, and symbol of the city in JSON format.\n"
|
|
s += "{\n"
|
|
s += ' "name": '
|
|
s += generate(s, max_tokens=8, regex=REGEX_STR + ",") + "\n"
|
|
s += ' "country": '
|
|
s += generate(s, max_tokens=8, regex=REGEX_STR + ",") + "\n"
|
|
s += ' "latitude": '
|
|
s += generate(s, max_tokens=8, regex=REGEX_FLOAT + ",") + "\n"
|
|
s += ' "population": '
|
|
s += generate(s, max_tokens=8, regex=REGEX_INT + ",") + "\n"
|
|
s += ' "top 3 landmarks": '
|
|
s += generate(s, max_tokens=24, regex=REGEX_LIST) + "\n"
|
|
s += "}\n"
|
|
|
|
return s
|
|
# fmt: on
|
|
|
|
|
|
def main(args):
|
|
lines = read_jsonl(args.data_path)
|
|
arguments = []
|
|
for i in range(len(lines[: args.num_questions])):
|
|
arguments.append(
|
|
{
|
|
"document": lines[i]["document"],
|
|
}
|
|
)
|
|
states = [None] * len(arguments)
|
|
|
|
# Select backend
|
|
call_generate = partial(get_call_generate(args), temperature=0)
|
|
|
|
# Run requests
|
|
def get_one_answer(i):
|
|
states[i] = json_decode(generate=call_generate, **arguments[i])
|
|
|
|
tic = time.perf_counter()
|
|
if args.parallel == 1:
|
|
for i in tqdm(range(len(arguments))):
|
|
get_one_answer(i)
|
|
else:
|
|
with ThreadPoolExecutor(args.parallel) as executor:
|
|
rets = list(
|
|
tqdm(
|
|
executor.map(get_one_answer, list(range(len(arguments)))),
|
|
total=len(arguments),
|
|
)
|
|
)
|
|
for _ in rets:
|
|
pass
|
|
|
|
latency = time.perf_counter() - tic
|
|
|
|
# Compute accuracy
|
|
print(f"Latency: {latency:.3f}")
|
|
|
|
# Write results
|
|
dump_state_text(f"tmp_output_{args.backend}.txt", states)
|
|
|
|
with open(args.result_file, "a") as fout:
|
|
value = {
|
|
"task": "json_decode_regex",
|
|
"backend": args.backend,
|
|
"num_gpus": 1,
|
|
"latency": round(latency, 3),
|
|
"num_requests": args.num_questions,
|
|
"other": {
|
|
"parallel": args.parallel,
|
|
},
|
|
}
|
|
fout.write(json.dumps(value) + "\n")
|
|
|
|
|
|
if __name__ == "__main__":
|
|
parser = argparse.ArgumentParser()
|
|
parser.add_argument("--data-path", type=str, default="questions.jsonl")
|
|
parser.add_argument("--num-questions", type=int, default=20)
|
|
args = add_common_other_args_and_parse(parser)
|
|
main(args)
|