new_tiku_structure_v3_sci/utils/diffi_label.py

import json
import time
import re
import requests


topic_type_dict = {"单选": 1, "多选":2, "单空":5, "多空":6, "简答":7}
# 1=>单选题 2=>多选题 5=>单空题 6=>多空题 7=>解答题

def get_item_diff(item_dict):
    """
    获取一个题目的难度    1-6:超易到超难;得分率：越高越易
    :param item_dict: dict  zyk中的试题
    :return:
    """
    if "checkType" in item_dict and item_dict["checkType"]:
        item_type_id = item_dict["checkType"]["id"]
    else:
        item_type = item_dict["type"]
        if item_type == "选择题":
            if len(re.findall("[A-E]", item_dict["key"]))>1:
                item_type = "多选"
            else:
                item_type = "单选"
        elif item_type == "填空题":
            if len(re.findall("_{2,}", item_dict["stem"]))>1:
                item_type = "多空"
            else:
                item_type = "单空"
        else:
            item_type = "简答"
        item_type_id = topic_type_dict[item_type]

    # print(item_type)
    if "stem" not in item_dict or not item_dict["stem"].strip():
        item_dict["difficulty"] = "中"
        return item_dict, 3
    url = 'http://49.232.72.198:8868/api/math/degree_of_difficulty/v1.0/level_method'
    headers = {'Content-Type': 'application/json', "Connection": "close"}
    text_dict = {'content': item_dict["stem"],
                 'options': item_dict["options"] if "options" in item_dict else [],
                 'parse': item_dict["parse"],
                 'topic_type_id': item_type_id,
                 'point_id': []}  # 没有就填空列表
    # print(item_dict)
    input_data = json.dumps(text_dict)
    scoring_rate = -1
    try:
        response = requests.post(url, headers=headers, data=input_data, timeout=5)
        dif_res = json.loads(response.text)
        scoring_rate = float(dif_res['scoring_rate'])
    except:
        time.sleep(4)
        try:
            response = requests.post(url, headers=headers, data=input_data, timeout=5)
            dif_res = json.loads(response.text)
            scoring_rate = float(dif_res['scoring_rate'])
        except:
            pass
    if scoring_rate == -1:
        item_dict["difficulty"] = "中"
        return item_dict, 3

    # print("scoring_rate:", scoring_rate)
    diffi_xbk = 3
    item_dict["difficulty"] = "中"
    if scoring_rate < 3/6:
        diffi_xbk = 4
        if scoring_rate < 1 / 6:
            diffi_xbk = 6
            item_dict["difficulty"] = "难"
        elif scoring_rate < 2 / 6:
            diffi_xbk = 5
            item_dict["difficulty"] = "难"
    elif scoring_rate < 4/6:
        diffi_xbk = 3
    elif scoring_rate < 5 / 6:
        item_dict["difficulty"] = "易"
        diffi_xbk = 2
    else:
        diffi_xbk = 1
        item_dict["difficulty"] = "易"
    # item_dict['scoring_rate'] = scoring_rate
    return item_dict, diffi_xbk