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import os
import subprocess
from argparse import ArgumentParser
import json
from concurrent.futures import ThreadPoolExecutor
from tqdm import tqdm
import glob
import tempfile
def wrapped_function(item):
results = []
passed = 0
total = 0
temp_dir = tempfile.gettempdir()
temp_file = os.path.join(temp_dir, f"test.lean")
with open(temp_file, "w") as f:
f.write(item['cmd'])
# Rest of the function code...
# Process the item using the temporary file
# ...
# Clean up the temporary file
data = '{"path": "%s", "allTactics": true}' %(temp_file)
command = 'echo \'%s\' | lake exe repl' % data
try:
result = subprocess.run(command, shell=True, check=True, stdout=subprocess.PIPE, stderr=subprocess.PIPE)
stdout = result.stdout.decode('utf-8')
stderr = result.stderr.decode('utf-8')
# stdout = result.stdout.decode('utf-8')
json_stdout = json.loads(stdout)
if "messages" not in json_stdout.keys():
passed += 1
# results.append({'item': item['content'], 'stdout': stdout, 'stderr': stderr, 'status': 'pass'})
results.append({ 'stdout': stdout, 'stderr': stderr, 'status': 'pass'})
except subprocess.CalledProcessError as e:
# results.append({'item': item['content'], 'error': str(e), 'status': 'nopass'})
results.append({ 'error': str(e), 'status': 'nopass'})
total += 1
pass_rate = passed / (passed + total) * 100
return {'results': results, 'pass_rate': pass_rate}
# Set the directory where your .lean files are located
# Get a list of all .lean files in the directory
# lean_files = [f for f in os.listdir(directory) if f.endswith(".lean")]
# lean_files = ["test/file.lean"]
def single(command_list, args):
results = []
passed = 0
total = 0
for item in tqdm(command_list):
with open("test/test.lean", "w", encoding = 'utf-8') as f:
f.write(item['cmd'])
data = '{"path": "test/test.lean", "allTactics": true}'
# data = '{"cmd": "%s", "allTactics": true}' % item['cmd']
command = 'echo \'%s\' | lake exe repl' % data
try:
# process = subprocess.Popen(['lake', 'exe', 'repl'], stdin=subprocess.PIPE, stdout=subprocess.PIPE,
# stderr=subprocess.PIPE)
# stdout, stderr = process.communicate(input=data.encode(encoding='utf-8'))
# stdout = stdout.decode('utf-8')
result = subprocess.run(command, shell=True, check=True, stdout=subprocess.PIPE, stderr=subprocess.PIPE)
stdout = result.stdout.decode('utf-8')
json_stdout = json.loads(stdout)
if "messages" not in json_stdout.keys():
passed += 1
stderr = result.stderr.decode('utf-8')
results.append({
# 'item': item['content'],
'stdout': stdout,
'stderr': stderr,
'status': 'pass'
})
except subprocess.CalledProcessError as e:
results.append({
# 'item': item['content'],
'error': str(e),
'status': 'nopass'
})
total += 1
# Calculate pass rate
pass_rate = passed / total * 100
print(pass_rate)
# Save results to a JSON file
with open('results.json', 'w') as f:
json.dump({'results': results, 'pass_rate': pass_rate}, f, indent=2, ensure_ascii=False)
def multi(command_list, output_path):
results = []
passed = 0
total = 0
def execute_command(item):
temp_dir = '/opt/jianqiao'
temp_file = os.path.join(temp_dir, f"test_{item['index']}.lean") # Ensure unique filenames
with open(temp_file, "w") as f:
f.write(item['cmd'])
data = '{"path": "%s", "allTactics": true}' % temp_file
command = f'echo \'{data}\' | lake exe repl'
try:
result = subprocess.run(command, shell=True, check=True,timeout=600, stdout=subprocess.PIPE, stderr=subprocess.PIPE)
stdout = result.stdout.decode('utf-8')
stderr = result.stderr.decode('utf-8')
if "messages" not in json.loads(stdout) and not len(stderr):
return {'stdout': stdout, 'stderr': stderr, 'status': 'pass' , 'statement':item['statement'], 'content': item['content']}
else:
return {'stdout': stdout, 'stderr': stderr, 'status': 'nopass', 'statement':item['statement'] , 'content': item['content']}
except subprocess.TimeoutExpired as e:
return {'error': str(e), 'status': 'nopass_limit', 'statement':item['statement'], 'content': item['content']}
except subprocess.CalledProcessError as e:
return {'error': str(e), 'status': 'nopass_error', 'statement':item['statement'], 'content': item['content']}
os.remove(temp_file)
total = len(command_list)
with ThreadPoolExecutor(max_workers=32) as executor:
futures = [executor.submit(execute_command, {'index': i, 'cmd': cmd['cmd'], 'statement':cmd['statement'], 'content':cmd['content']}) for i, cmd in enumerate(command_list)]
for future in tqdm(futures, total=total, desc="Processing Commands"):
result = future.result()
results.append(result)
if result['status'] == 'pass':
passed += 1
pass_rate = (passed / total) * 100
print(f"total test: {total}")
print(f"Pass rate: {pass_rate}%")
output_file = f"pass_rate_results/{output_path}"
# Create the directory if it doesn't exist
os.makedirs(os.path.dirname(output_file), exist_ok=True)
with open(f"{output_file}", 'w') as f:
json.dump({'results': results, 'pass_rate': pass_rate}, f, indent=2, ensure_ascii=False)
import re
def remove_simp_pattern_from_end(s):
pattern = r'@\[simp\s*.*?\]$'
return re.sub(pattern, '', s)
def main(args):
command_list = []
file_pattern = os.path.join(args.input_path, '[0-9]*.json')
for file_path in glob.glob(file_pattern):
with open(file_path, 'r', encoding='utf-8') as rf:
for line in rf.readlines():
try:
json_item = json.loads(line)
working_env = json_item['content']['working_file']
# pdb.set_trace()
# statement = json_item['total output'][0]
statement = json_item['total output'][0].split("#align")[0]
json_item['statement'] = statement
json_item['cmd'] = '\n\n'.join([working_env, statement])
assert len(statement) > 0
# json_item['cmd'] = '\n'.join([working_env, json_item['total output'][0]])
except:
import pdb
pdb.set_trace()
command_list.append(json_item)
command_list = command_list
results = []
passed = 0
total = 0
multi(command_list, args.output_path)
if __name__ == '__main__':
arg_parser = ArgumentParser()
arg_parser.add_argument('--data_path', type=str,
default='data/grade-school-math-master/grade_school_math/data/test.jsonl')
arg_parser.add_argument('--input_path', type=str, default='')
arg_parser.add_argument('--cuda_num', type=int, default=8)
arg_parser.add_argument('--output_path', type=str, default='total.json')
arg_parser.add_argument('--generate_method', type=str,
choices=['single', 'sft', 'comp', 'self_consistency', 'single_consistency'])
arg_parser.add_argument('--method', type=str, choices=['main', 'test', 'get_data'])
args = arg_parser.parse_args()
main(args)
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