| import os
|
| import logging
|
| import time
|
| import sys
|
| from generation import generation
|
|
|
| source_dir = sys.argv[1]
|
| target_dir = sys.argv[2]
|
| project = sys.argv[3]
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|
|
|
|
| logging.basicConfig(filename=f"match_function_throughLLM_{project}.log", level=logging.INFO, format='%(asctime)s - %(levelname)s - %(message)s')
|
|
|
|
|
| def process(projects_path, project, target_dir):
|
|
|
|
|
| lang_pairs = os.listdir(projects_path)
|
| for lang_pair in lang_pairs:
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|
|
| if not os.path.exists(os.path.join(target_dir, project, lang_pair)):
|
| os.makedirs(os.path.join(target_dir, project, lang_pair))
|
| query_lang = lang_pair.split("__")[0]
|
| corpus_lang = lang_pair.split("__")[1]
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|
|
| questions_path = os.listdir(os.path.join(projects_path, lang_pair))
|
| for question_path in questions_path:
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|
|
| if os.path.exists(os.path.join(target_dir, project, lang_pair, question_path)):
|
| logging.info(f"{lang_pair}'s {question_path} already exist")
|
| continue
|
|
|
|
|
| with open(os.path.join(projects_path, lang_pair, question_path), 'r', encoding='utf-8') as input_file:
|
| question = input_file.read()
|
| query_func = question[len("<Target function>\n"):question.find("</Target function>")]
|
|
|
| while True:
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|
|
| try:
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|
|
| message = f"You are a professional who is expert in programming language {query_lang} and programming language {corpus_lang}. You will be provided with 1 Target function written in {query_lang} and 10 Possible matching functions written in {corpus_lang}(delimited with XML tags).Please select a function that has the same functionality as the Target function from 10 Possible matching functions.You should only response the serial number of the matching function or \"None\" if it doesn't exit.\n{question}"
|
|
|
| response = generation(message)
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|
|
|
|
| with open(os.path.join(target_dir, project, lang_pair, question_path), 'w', encoding='utf-8', errors='ignore') as output_file:
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|
|
| if response == "None":
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| output_file.write("None")
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|
|
| else:
|
| start = question.find(f"<Function {response}>") + len(f"<Function {response}>\n")
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| end = question.find(f"</Function {response}>")
|
| output_file.write(query_func)
|
| output_file.write("------\n")
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| output_file.write(question[start:end])
|
| break
|
|
|
| except Exception as e:
|
| logging.error(f"error with {lang_pair} {question_path}, detail is: {e}")
|
| print(f"error with {lang_pair} {question_path}, detail is: {e}")
|
| time.sleep(10)
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| break
|
|
|
|
|
|
|
| if __name__ == "__main__":
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| projects_path = os.path.join(source_dir, project)
|
| process(projects_path, project, target_dir)
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|
|
