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from backend.utils.data_process import LANGUAGE_EXT_MAP
from abc import ABC, abstractmethod
class BaseHelper(ABC):
def _get_lang_ext(language_list):
ext_list = []
for lang in language_list:
ext_list.extend(LANGUAGE_EXT_MAP.get(lang, []))
return ext_list
def _get_lang_by_ext(ext):
for lang, ext_list in LANGUAGE_EXT_MAP.items():
if ext in ext_list:
return lang
return None
class InputData():
def __init__(self, filename, patch, section, patch_msg):
self.filename = filename
self.patch = patch
self.section = section
self.patch_msg = patch_msg
@abstractmethod
def load_model(self, *args, **kwargs):
raise NotImplementedError()
@abstractmethod
def infer(self, diff_code, message = None, batch_size = 1):
'''
Result format:
[
file: [
{
"section": section,
"predict": 1/0,
"conf": conf
},
...
],
...
]
'''
raise NotImplementedError()
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