def __init__(self):
dir_path = os.path.dirname(os.path.realpath(__file__))
self.rep_frequency = re.compile(
r"([\u4e00-\u9fa5]*['时','天','日','前','后','早','晚','午','餐','饭'][\u4e00-\u9fa5]*)"
)
self.rep_route = re.compile(
r"([\u4e00-\u9fa5]*['入','射','服','眼','耳','外','内','疗','用']+[\u4e00-\u9fa5]*)"
)
self.aca: ACA = ACA()
brandname_list_cfda = list(
set(
pd.read_csv(dir_path + '/data/brandname.csv',
header=None).iloc[:, 0]))
brandname_list_addition = list(
pd.read_excel(dir_path + '/data/dict.xlsx',
sheetname='brandname_dict',
header=None).iloc[:, 0])
brandname_list = list(
set(brandname_list_cfda + brandname_list_addition))
self.aca.add_words(brandname_list)
self.aca_route: ACA = ACA()
route_list = list(
pd.read_excel(dir_path + '/data/dict.xlsx',
sheetname='route_dict',
header=None).iloc[:, 0])
self.aca_route.add_words(route_list)
self.aca_frequency: ACA = ACA()
frequency_list = list(
pd.read_excel(dir_path + '/data/dict.xlsx',
sheetname='frequency_dict',
header=None).iloc[:, 0])
self.aca_frequency.add_words(frequency_list)
def __init__(self, doc_path, true_path, predict_path):
self.dir_path = os.path.dirname(os.path.realpath(__file__))
self.doc_path = doc_path
self.true_path = true_path
self.predict_path = predict_path
self.label_list = ['疾病和诊断', '解剖部位', '影像检查', '实验室检验', '药物', '手术', '@']
self._jieba = jieba.Tokenizer(dictionary=None)
self._jieba.set_dictionary(
os.path.join(self.dir_path, 'data/our_dict1.txt'))
self._jieba.initialize()
self._jieba_posseg = jieba.posseg.POSTokenizer(tokenizer=self._jieba)
self.aca: ACA = ACA()
type_list = ['疾病和诊断', '解剖部位', '影像检查', '实验室检验', '药物', '手术']
self.term_list = []
self.term_label_dict = dict()
for typee in type_list:
file_i = pd.read_csv(open(os.path.join(
os.path.dirname(self.dir_path),
'analysis/res/term_frequency/' + typee +
'_term_frequency.csv'),
encoding='utf-8-sig'),
header=0)
self.term_list.extend(file_i['term'])
for term_i in file_i['term']:
self.term_label_dict[term_i] = typee
self.aca.add_words(self.term_list)
def __init__(self):
dir_path = os.path.dirname(os.path.realpath(__file__))
brandtype_list = list(
pd.read_excel(dir_path + '/data/dict.xlsx',
sheetname='drugtype_dict',
header=None).iloc[:, 0])
self.aca: ACA = ACA()
self.aca.add_words(brandtype_list)
def __init__(self):
dir_path = os.path.dirname(os.path.realpath(__file__))
brandname_list_addition = list(
pd.read_excel(dir_path + '/data/dict.xlsx',
sheetname='brandname_dict',
header=None).iloc[:, 0])
brandname_list_cfda = list(
set(
pd.read_csv(dir_path + '/data/brandname.csv',
header=None).iloc[:, 0]))
brandname_list = list(
set(brandname_list_cfda + brandname_list_addition))
self.aca: ACA = ACA()
self.aca.add_words(brandname_list)
def __init__(self):
dir_path = os.path.dirname(os.path.realpath(__file__))
route_list = list(
pd.read_excel(dir_path + r'/data/dict.xlsx',
sheetname='route_dict',
header=None).iloc[:, 0])
self.aca: ACA = ACA()
self.aca.add_words(route_list)
route_df = pd.read_excel(dir_path + r'/data/dict.xlsx',
sheetname='route_dict',
header=None)
self.route_dict = dict()
for i in range(len(route_df)):
self.route_dict[route_df.iloc[i, 0]] = route_df.iloc[i, 1]
self.rep_route = re.compile(
r"([\u4e00-\u9fa5]*['入','射','服','眼','耳','外','内','疗','用']+[\u4e00-\u9fa5]*)"
)
def __init__(self):
dir_path = os.path.dirname(os.path.realpath(__file__))
frequency_list = list(
pd.read_excel(dir_path + r'/data/dict.xlsx',
sheetname='frequency_dict',
header=None).iloc[:, 0])
self.aca: ACA = ACA()
self.aca.add_words(frequency_list)
fre_df = pd.read_excel(dir_path + r'/data/dict.xlsx',
sheetname='frequency_dict',
header=None)
self.fre_dict = dict()
for i in range(len(fre_df)):
self.fre_dict[fre_df.iloc[i, 0]] = fre_df.iloc[i, 1]
self.rep_frequency = re.compile(
r"([\u4e00-\u9fa5]*['时','天','日','前','后','早','晚','午','餐','饭'][\u4e00-\u9fa5]*)"
)