代码拉取完成,页面将自动刷新
同步操作将从 untilwty/chatbot-base-on-Knowledge-Graph 强制同步,此操作会覆盖自 Fork 仓库以来所做的任何修改,且无法恢复!!!
确定后同步将在后台操作,完成时将刷新页面,请耐心等待。
# coding: utf-8
from py2neo import Graph
class AnswerSearcher:
def __init__(self):
self.g = Graph(
host="172.24.30.243",
http_port=7474,
user="neo4j",
password="12345")
self.num_limit = 20
'''执行cypher查询,并返回相应结果'''
def search_main(self, sqls):
final_answers = []
for sql_ in sqls:
question_type = sql_['question_type']
queries = sql_['sql']
answers = []
for query in queries:
ress = self.g.run(query).data()
answers += ress
final_answer = self.answer_prettify(question_type, answers)
if final_answer:
final_answers.append(final_answer)
return final_answers
'''根据对应的qustion_type,调用相应的回复模板'''
def answer_prettify(self, question_type, answers):
final_answer = []
if not answers:
return ''
if question_type == 'disease_symptom':
desc = [i['n.name'] for i in answers]
subject = answers[0]['m.name']
final_answer = '{0}的症状包括:{1}'.format(subject, ';'.join(list(set(desc))[:self.num_limit]))
elif question_type == 'symptom_disease':
desc = [i['m.name'] for i in answers]
subject = answers[0]['n.name']
final_answer = '症状{0}可能染上的疾病有:{1}'.format(subject, ';'.join(list(set(desc))[:self.num_limit]))
elif question_type == 'disease_cause':
desc = [i['m.cause'] for i in answers]
subject = answers[0]['m.name']
final_answer = '{0}可能的成因有:{1}'.format(subject, ';'.join(list(set(desc))[:self.num_limit]))
elif question_type == 'disease_prevent':
desc = [i['m.prevent'] for i in answers]
subject = answers[0]['m.name']
final_answer = '{0}的预防措施包括:{1}'.format(subject, ';'.join(list(set(desc))[:self.num_limit]))
elif question_type == 'disease_lasttime':
desc = [i['m.cure_lasttime'] for i in answers]
subject = answers[0]['m.name']
final_answer = '{0}治疗可能持续的周期为:{1}'.format(subject, ';'.join(list(set(desc))[:self.num_limit]))
elif question_type == 'disease_cureway':
desc = [';'.join(i['m.cure_way']) for i in answers]
subject = answers[0]['m.name']
final_answer = '{0}可以尝试如下治疗:{1}'.format(subject, ';'.join(list(set(desc))[:self.num_limit]))
elif question_type == 'disease_cureprob':
desc = [i['m.cured_prob'] for i in answers]
subject = answers[0]['m.name']
final_answer = '{0}治愈的概率为(仅供参考):{1}'.format(subject, ';'.join(list(set(desc))[:self.num_limit]))
elif question_type == 'disease_easyget':
desc = [i['m.easy_get'] for i in answers]
subject = answers[0]['m.name']
final_answer = '{0}的易感人群包括:{1}'.format(subject, ';'.join(list(set(desc))[:self.num_limit]))
elif question_type == 'disease_desc':
desc = [i['m.desc'] for i in answers]
subject = answers[0]['m.name']
final_answer = '{0},熟悉一下:{1}'.format(subject, ';'.join(list(set(desc))[:self.num_limit]))
elif question_type == 'disease_acompany':
desc1 = [i['n.name'] for i in answers]
desc2 = [i['m.name'] for i in answers]
subject = answers[0]['m.name']
desc = [i for i in desc1 + desc2 if i != subject]
final_answer = '{0}的症状包括:{1}'.format(subject, ';'.join(list(set(desc))[:self.num_limit]))
elif question_type == 'disease_not_food':
desc = [i['n.name'] for i in answers]
subject = answers[0]['m.name']
final_answer = '{0}忌食的食物包括有:{1}'.format(subject, ';'.join(list(set(desc))[:self.num_limit]))
elif question_type == 'disease_do_food':
do_desc = [i['n.name'] for i in answers if i['r.name'] == '宜吃']
recommand_desc = [i['n.name'] for i in answers if i['r.name'] == '推荐食谱']
subject = answers[0]['m.name']
final_answer = '{0}宜食的食物包括有:{1}\n推荐食谱包括有:{2}'.format(subject, ';'.join(list(set(do_desc))[:self.num_limit]), ';'.join(list(set(recommand_desc))[:self.num_limit]))
elif question_type == 'food_not_disease':
desc = [i['m.name'] for i in answers]
subject = answers[0]['n.name']
final_answer = '患有{0}的人最好不要吃{1}'.format(';'.join(list(set(desc))[:self.num_limit]), subject)
elif question_type == 'food_do_disease':
desc = [i['m.name'] for i in answers]
subject = answers[0]['n.name']
final_answer = '患有{0}的人建议多试试{1}'.format(';'.join(list(set(desc))[:self.num_limit]), subject)
elif question_type == 'disease_drug':
desc = [i['n.name'] for i in answers]
subject = answers[0]['m.name']
final_answer = '{0}通常的使用的药品包括:{1}'.format(subject, ';'.join(list(set(desc))[:self.num_limit]))
elif question_type == 'drug_disease':
desc = [i['m.name'] for i in answers]
subject = answers[0]['n.name']
final_answer = '{0}主治的疾病有{1},可以试试'.format(subject, ';'.join(list(set(desc))[:self.num_limit]))
elif question_type == 'disease_check':
desc = [i['n.name'] for i in answers]
subject = answers[0]['m.name']
final_answer = '{0}通常可以通过以下方式检查出来:{1}'.format(subject, ';'.join(list(set(desc))[:self.num_limit]))
elif question_type == 'check_disease':
desc = [i['m.name'] for i in answers]
subject = answers[0]['n.name']
final_answer = '通常可以通过{0}检查出来的疾病有{1}'.format(subject, ';'.join(list(set(desc))[:self.num_limit]))
return final_answer
if __name__ == '__main__':
searcher = AnswerSearcher()
此处可能存在不合适展示的内容,页面不予展示。您可通过相关编辑功能自查并修改。
如您确认内容无涉及 不当用语 / 纯广告导流 / 暴力 / 低俗色情 / 侵权 / 盗版 / 虚假 / 无价值内容或违法国家有关法律法规的内容,可点击提交进行申诉,我们将尽快为您处理。