python-base--/tmp4.py

def exec(obj):
    def data_pretreatment(map):
        def get_value(str):
            end = len(str)
            if '.' in str:
                end = str.index('.')
            return int(str[:end])

        parameters = {k: get_value(v) for k, v in map.items()}
        scores = []

        for k, v in parameters.items():
            result = 0
            if k == 'bh10006':
                if v == 0:
                    result = 100
                elif 0 < v <= 15:
                    result = 80
                elif 15 < v <= 25:
                    result = 60
                elif 25 < v <= 35:
                    result = 40
                elif 35 < v <= 50:
                    result = 20
                elif v > 50:
                    result = 0
                scores.append((0.069857492, result))

            elif k == 'bh10018':
                if v == 0:
                    result = 85
                elif v == 1:
                    result = 100
                elif v == 2:
                    result = 50
                elif v == 3:
                    result = 10
                scores.append((0.048865349, result))

            elif k == 'bh10025':
                if v == 0:
                    result = 100
                elif v == 1:
                    result = 90
                elif v == 2:
                    result = 80
                elif v == 3:
                    result = 50
                elif v == 4:
                    result = 40
                elif v == 5:
                    result = 30
                elif v == 6:
                    result = 10
                elif v > 6:
                    result = 0
                scores.append((0.0467602, result))

            elif k == "bh10022":
                if v == 0:
                    result = 100
                elif v == 1:
                    result = 70
                elif v == 2:
                    result = 35
                elif v == 3:
                    result = 5
                scores.append((0.039446769, result))
            elif k == "bh10019":
                if v == 0:
                    result = 80
                elif v == 1:
                    result = 100
                elif v == 2:
                    result = 40
                elif v == 3:
                    result = 5
                scores.append((0.045120359, result))
            elif k == "bh10023":
                if v == 0:
                    result = 100
                elif v == 1:
                    result = 70
                elif v == 2:
                    result = 40
                elif v == 3:
                    result = 10
                scores.append((0.043568957, result))
            elif k == "bh10009":
                if v == 0:
                    result = 100
                elif 0 < v <= 15:
                    result = 80
                elif 15 < v <= 25:
                    result = 60
                elif 25 < v <= 35:
                    result = 40
                elif 35 < v <= 50:
                    result = 20
                elif v > 50:
                    result = 0
                scores.append((0.092601792, result))
            elif k == "bh10016":
                if v == 0:
                    result = 85
                elif v == 1:
                    result = 100
                elif v == 2:
                    result = 50
                elif v == 3:
                    result = 8
                scores.append((0.056671171, result))
            elif k == "bh10024":
                if v == 0:
                    result = 100
                elif v == 1:
                    result = 70
                elif v == 2:
                    result = 50
                elif v == 3:
                    result = 25
                elif v == 4:
                    result = 5
                scores.append((0.049505696, result))
            elif k == "bh10017":
                if v == 0:
                    result = 75
                elif v == 1:
                    result = 100
                elif v == 2:
                    result = 40
                elif v == 3:
                    result = 10
                scores.append((0.052926182, result))
            elif k == "bh10027":
                if v == 0:
                    result = 100
                elif v == 1:
                    result = 60
                elif v > 1:
                    result = 0
                scores.append((0.054838899, result))
            elif k == "cnName":
                if v == 0:
                    result = 100
                elif v == 1:
                    result = 90
                elif v == 2:
                    result = 85
                elif v == 3:
                    result = 80
                elif 4 <= v <= 8:
                    result = 70
                elif 8 < v <= 12:
                    result = 50
                elif 12 < v <= 15:
                    result = 30
                elif v > 15:
                    result = 0
                scores.append((0.071630387, result))
            elif k == "cnNameLM":
                if v == 0:
                    result = 100
                elif v == 1:
                    result = 90
                elif v == 2:
                    result = 85
                elif v == 3:
                    result = 80
                elif 4 <= v <= 8:
                    result = 70
                elif 8 < v <= 12:
                    result = 50
                elif 12 < v <= 15:
                    result = 30
                elif v > 15:
                    result = 0
                scores.append((0.066097986, result))
            elif k == "cnRuleType":
                if v == 0:
                    result = 100
                elif v == 1:
                    result = 90
                elif v == 2:
                    result = 70
                elif v == 3:
                    result = 40
                elif v == 4:
                    result = 0
                scores.append((0.072776513, result))
            elif k == "personCheatIndices":
                if v == -1:
                    result = -1
                elif v == 0:
                    result = 100
                elif v == 1:
                    result = 80
                elif v == 2:
                    result = 60
                elif v == 3:
                    result = 40
                elif v > 3:
                    result = 0
                scores.append((0.0736, result))

        return scores

    def coalesce(scores):
        hb_score = 0
        flag = False

        for p in scores:
            coefficient = p[0]
            score = p[1]
            if score == -1:
                flag = True
            hb_score += coefficient * score / 0.884267752
            hb_score = round(hb_score, 10)

        if flag:
            return 70
        else:
            return hb_score

    def is_numeric(value):
        try:
            float(value)
            return True
        except ValueError:
            return False

    keys = ['bh10022', 'cnRuleType', 'bh10025', 'bh10024', 'bh10023', 'bh10019', 'personCheatIndices', 'bh10018', 'bh10006', 'cnNameLM', 'bh10017', 'bh10016', 'bh10027', 'huhhuhuhuhuResult', 'cnName', 'bh10009']

    obj = {key: obj[key] for key in keys if key in keys}

    for key in obj.keys():
        if not is_numeric(obj[key]):
            obj['abc'] = 70
            break

    if obj["personCheatIndices"] == "-1":
        obj['abc'] = 70
    else:
        result = coalesce(data_pretreatment(obj))
        obj['abc'] = result
    return obj


print(exec({
    "bh10022": "1",
    "cnRuleType": "2",
    "child_flow_base_url": "http://rxdp-flow:8080",
    "bh10025": "1.38",
    "bh10024": "3",
    "bh10023": "2",
    "bh10019": "3",
    "personCheatIndices": "0",
    "bh10018": "2",
    "flow_reused_global_flag": "0.0",
    "bh10006": "14",
    "cnNameLM": "21",
    "bh10017": "3",
    "bh10016": "2",
    "bh10027": "0",
    "huhhuhuhuhuResult": "50.9627708497",
    "current_flow_ip_address": "172.16.45.34",
    "cnName": "21",
    "bh10009": "23",
    "flow_process_trace": {
        "20014": []
    },
    "abc": "70.0"
}))