TimeUnit.py

#!/usr/bin/env python
# -*- coding: utf-8 -*-
# @Time    : 2017/11/20 17:01
# @Author  : zhm
# @File    : TimeUnit.py
# @Software: PyCharm
# @Changed : tianyuningmou


import regex as re
import arrow
import copy
from TimePoint import TimePoint
from RangeTimeEnum import RangeTimeEnum

try:
    from LunarSolarConverter.LunarSolarConverter import *
except:
    from LunarSolarConverter import *


# 时间语句分析
class TimeUnit:
    def __init__(self, exp_time, normalizer, contextTp):
        self._noyear = False
        self.exp_time = exp_time
        # print(exp_time)
        self.normalizer = normalizer
        self.tp = TimePoint()
        self.tp_origin = contextTp
        self.isFirstTimeSolveContext = True
        self.isMorning = False
        self.isAllDayTime = True
        self.time = arrow.now()
        self.time_normalization()

    def time_normalization(self):
        self.norm_setyear()
        self.norm_setmonth()
        self.norm_setday()
        self.norm_setmonth_fuzzyday()
        # self.norm_setBaseRelated()
        self.norm_setCurRelated()
        self.norm_sethour()
        self.norm_setminute()
        self.norm_setsecond()
        self.norm_setSpecial()
        self.norm_setSpanRelated()
        self.norm_setHoliday()
        self.modifyTimeBase()
        self.tp_origin.tunit = copy.deepcopy(self.tp.tunit)

        # 判断是时间点还是时间区间
        flag = True
        for i in range(0, 4):
            if self.tp.tunit[i] != -1:
                flag = False
        if flag:
            self.normalizer.isTimeSpan = True

        if self.normalizer.isTimeSpan:
            days = 0
            if self.tp.tunit[0] > 0:
                days += 365 * self.tp.tunit[0]
            if self.tp.tunit[1] > 0:
                days += 30 * self.tp.tunit[1]
            if self.tp.tunit[2] > 0:
                days += self.tp.tunit[2]
            tunit = self.tp.tunit
            for i in range(3, 6):
                if self.tp.tunit[i] < 0:
                    tunit[i] = 0
            seconds = tunit[3] * 3600 + tunit[4] * 60 + tunit[5]
            if seconds == 0 and days == 0:
                self.normalizer.invalidSpan = True
            self.normalizer.timeSpan = self.genSpan(days, seconds)
            return

        time_grid = self.normalizer.timeBase.split('-')
        tunitpointer = 5
        while tunitpointer >= 0 and self.tp.tunit[tunitpointer] < 0:
            tunitpointer -= 1
        for i in range(0, tunitpointer):
            if self.tp.tunit[i] < 0:
                self.tp.tunit[i] = int(time_grid[i])

        self.time = self.genTime(self.tp.tunit)

    def genSpan(self, days, seconds):
        day = int(seconds / (3600 * 24))
        h = int((seconds % (3600 * 24)) / 3600)
        m = int(((seconds % (3600 * 24)) % 3600) / 60)
        s = int(((seconds % (3600 * 24)) % 3600) % 60)
        return str(days + day) + ' days, ' + "%d:%02d:%02d" % (h, m, s)

    def genTime(self, tunit):
        time = arrow.get('1970-01-01 00:00:00')
        if tunit[0] > 0:
            time = time.replace(year = int(tunit[0]))
        if tunit[1] > 0:
            time = time.replace(month = tunit[1])
        if tunit[2] > 0:
            time = time.replace(day = tunit[2])
        if tunit[3] > 0:
            time = time.replace(hour = tunit[3])
        if tunit[4] > 0:
            time = time.replace(minute = tunit[4])
        if tunit[5] > 0:
            time = time.replace(second = tunit[5])
        return time

    def norm_setyear(self):
        """
        年-规范化方法--该方法识别时间表达式单元的年字段
        :return:
        """
        # 一位数表示的年份
        rule = u"(?<![0-9])[0-9]{1}(?=年)"
        pattern = re.compile(rule)
        match = pattern.search(self.exp_time)
        if match is not None:
            self.normalizer.isTimeSpan = True
            year = int(match.group())
            self.tp.tunit[0] = year

        # 两位数表示的年份
        rule = u"[0-9]{2}(?=年)"
        pattern = re.compile(rule)
        match = pattern.search(self.exp_time)
        if match is not None:
            year = int(match.group())
            self.tp.tunit[0] = year

        # 三位数表示的年份
        rule = u"(?<![0-9])[0-9]{3}(?=年)"
        pattern = re.compile(rule)
        match = pattern.search(self.exp_time)
        if match is not None:
            self.normalizer.isTimeSpan = True
            year = int(match.group())
            self.tp.tunit[0] = year

        # 四位数表示的年份
        rule = u"[0-9]{4}(?=年)"
        pattern = re.compile(rule)
        match = pattern.search(self.exp_time)
        if match is not None:
            year = int(match.group())
            self.tp.tunit[0] = year

    def norm_setmonth(self):
        """
        月-规范化方法--该方法识别时间表达式单元的月字段
        :return:
        """
        rule = u"((10)|(11)|(12)|([1-9]))(?=月)"
        pattern = re.compile(rule)
        match = pattern.search(self.exp_time)
        if match is not None:
            self.tp.tunit[1] = int(match.group())
            # 处理倾向于未来时间的情况
            self.preferFuture(1)

    def norm_setmonth_fuzzyday(self):
        """
        月-日 兼容模糊写法：该方法识别时间表达式单元的月、日字段
        :return:
        """
        rule = u"((10)|(11)|(12)|([1-9]))(月|\\.|\\-)([0-3][0-9]|[1-9])"
        pattern = re.compile(rule)
        match = pattern.search(self.exp_time)
        if match is not None:
            matchStr = match.group()
            p = re.compile(u"(月|\\.|\\-)")
            m = p.search(matchStr)
            if match is not None:
                splitIndex = m.start()
                month = matchStr[0: splitIndex]
                day = matchStr[splitIndex + 1:]
                self.tp.tunit[1] = int(month)
                self.tp.tunit[2] = int(day)
                # 处理倾向于未来时间的情况
                self.preferFuture(1)
            self._check_time(self.tp.tunit)

    def norm_setday(self):
        """
        日-规范化方法：该方法识别时间表达式单元的日字段
        :return:
        """
        rule = u"((?<!\\d))([0-3][0-9]|[1-9])(?=(日|号))"
        pattern = re.compile(rule)
        match = pattern.search(self.exp_time)
        if match is not None:
            self.tp.tunit[2] = int(match.group())
            # 处理倾向于未来时间的情况
            self.preferFuture(2)
            self._check_time(self.tp.tunit)

    def norm_checkKeyword(self):
        # * 对关键字：早（包含早上/早晨/早间），上午，中午,午间,下午,午后,晚上,傍晚,晚间,晚,pm,PM的正确时间计算
        # * 规约：
        # * 1.中午/午间0-10点视为12-22点
        # * 2.下午/午后0-11点视为12-23点
        # * 3.晚上/傍晚/晚间/晚1-11点视为13-23点，12点视为0点
        # * 4.0-11点pm/PM视为12-23点
        rule = u"凌晨"
        pattern = re.compile(rule)
        match = pattern.search(self.exp_time)
        if match is not None:
            self.isMorning = True
            if self.tp.tunit[3] == -1:  # 增加对没有明确时间点，只写了“凌晨”这种情况的处理
                self.tp.tunit[3] = RangeTimeEnum.day_break
            elif 12 <= self.tp.tunit[3] <= 23:
                self.tp.tunit[3] -= 12
            elif self.tp.tunit[3] == 0:
                self.tp.tunit[3] = 12
            # 处理倾向于未来时间的情况
            self.preferFuture(3)
            self.isAllDayTime = False

        rule = u"早上|早晨|早间|晨间|今早|明早|早|清晨"
        pattern = re.compile(rule)
        match = pattern.search(self.exp_time)
        if match is not None:
            self.isMorning = True
            if self.tp.tunit[3] == -1:  # 增加对没有明确时间点，只写了“早上/早晨/早间”这种情况的处理
                self.tp.tunit[3] = RangeTimeEnum.early_morning
                # 处理倾向于未来时间的情况
            elif 12 <= self.tp.tunit[3] <= 23:
                self.tp.tunit[3] -= 12
            elif self.tp.tunit[3] == 0:
                self.tp.tunit[3] = 12
            self.preferFuture(3)
            self.isAllDayTime = False

        rule = u"上午"
        pattern = re.compile(rule)
        match = pattern.search(self.exp_time)
        if match is not None:
            self.isMorning = True
            if self.tp.tunit[3] == -1:  # 增加对没有明确时间点，只写了“上午”这种情况的处理
                self.tp.tunit[3] = RangeTimeEnum.morning
            elif 12 <= self.tp.tunit[3] <= 23:
                self.tp.tunit[3] -= 12
            elif self.tp.tunit[3] == 0:
                self.tp.tunit[3] = 12
            # 处理倾向于未来时间的情况
            self.preferFuture(3)
            self.isAllDayTime = False

        rule = u"(中午)|(午间)|白天"
        pattern = re.compile(rule)
        match = pattern.search(self.exp_time)
        if match is not None:
            self.isMorning = True
            if 0 <= self.tp.tunit[3] <= 10:
                self.tp.tunit[3] += 12
            if self.tp.tunit[3] == -1:  # 增加对没有明确时间点，只写了“中午/午间”这种情况的处理
                self.tp.tunit[3] = RangeTimeEnum.noon
            # 处理倾向于未来时间的情况
            self.preferFuture(3)
            self.isAllDayTime = False

        rule = u"(下午)|(午后)|(pm)|(PM)"
        pattern = re.compile(rule)
        match = pattern.search(self.exp_time)
        if match is not None:
            if 0 <= self.tp.tunit[3] <= 11:
                self.tp.tunit[3] += 12
            if self.tp.tunit[3] == -1:  # 增加对没有明确时间点，只写了“下午|午后”这种情况的处理
                self.tp.tunit[3] = RangeTimeEnum.afternoon
            # 处理倾向于未来时间的情况
            self.preferFuture(3)
            self.isAllDayTime = False

        rule = u"(傍晚)|(pm)|(PM)"
        pattern = re.compile(rule)
        match = pattern.search(self.exp_time)
        if match is not None:
            if 0 <= self.tp.tunit[3] <= 11:
                self.tp.tunit[3] += 12
            if self.tp.tunit[3] == -1:  # 增加对没有明确时间点，添加“傍晚”这种情况的处理
                self.tp.tunit[3] = RangeTimeEnum.evening
            # 处理倾向于未来时间的情况
            self.preferFuture(3)
            self.isAllDayTime = False

        rule = u"晚上|夜间|夜里|今晚|明晚|晚|夜里"
        pattern = re.compile(rule)
        match = pattern.search(self.exp_time)
        if match is not None:
            if 5 <= self.tp.tunit[3] <= 11:  # new: 修改夜里三点处理为下午三点的情况
                self.tp.tunit[3] += 12
            elif self.tp.tunit[3] == 12:
                self.tp.tunit[3] = 0
            elif self.tp.tunit[3] == -1:  # 增加对没有明确时间点，只写了“下午|午后”这种情况的处理
                self.tp.tunit[3] = RangeTimeEnum.lateNight
            # 处理倾向于未来时间的情况
            self.preferFuture(3)
            self.isAllDayTime = False

        rule = u"深夜|半夜"
        pattern = re.compile(rule)
        match = pattern.search(self.exp_time)
        if match is not None:
            if 9 <= self.tp.tunit[3] <= 11:  # new: 修改夜里三点处理为下午三点的情况
                self.tp.tunit[3] += 12
            elif self.tp.tunit[3] == 12:
                self.tp.tunit[3] = 0
            elif self.tp.tunit[3] == -1:  # 增加对没有明确时间点，只写了“下午|午后”这种情况的处理
                self.tp.tunit[3] = RangeTimeEnum.midNight
            # 处理倾向于未来时间的情况
            self.preferFuture(3)
            self.isAllDayTime = False

    def norm_sethour(self):
        """
        时-规范化方法：该方法识别时间表达式单元的时字段
        :return:
        """
        rule = u"(?<!(周|星期))([0-2]?[0-9])(?=(点|时))"
        pattern = re.compile(rule)
        match = pattern.search(self.exp_time)
        if match is not None:
            self.tp.tunit[3] = int(match.group())
            # print('first', self.tp.tunit[3] )
            self.norm_checkKeyword()
            # 处理倾向于未来时间的情况
            self.preferFuture(3)
            self.isAllDayTime = False
        else:
            self.norm_checkKeyword()

    def norm_setminute(self):
        """
        分-规范化方法：该方法识别时间表达式单元的分字段
        :return:
        """
        rule = u"([0-9]+(?=分(?!钟)))|((?<=((?<!小)[点时]))[0-5]?[0-9](?!刻))"
        pattern = re.compile(rule)
        match = pattern.search(self.exp_time)
        if match is not None:
            if match.group() != '':
                self.tp.tunit[4] = int(match.group())
                # 处理倾向于未来时间的情况
                # self.preferFuture(4)
                self.isAllDayTime = False
        # 加对一刻，半，3刻的正确识别（1刻为15分，半为30分，3刻为45分）
        rule = u"(?<=[点时])[1一]刻(?!钟)"
        pattern = re.compile(rule)
        match = pattern.search(self.exp_time)
        if match is not None:
            self.tp.tunit[4] = 15
            # 处理倾向于未来时间的情况
            # self.preferFuture(4)
            self.isAllDayTime = False

        rule = u"(?<=[点时])半"
        pattern = re.compile(rule)
        match = pattern.search(self.exp_time)
        if match is not None:
            self.tp.tunit[4] = 30
            # 处理倾向于未来时间的情况
            self.preferFuture(4)
            self.isAllDayTime = False

        rule = u"(?<=[点时])[3三]刻(?!钟)"
        pattern = re.compile(rule)
        match = pattern.search(self.exp_time)
        if match is not None:
            self.tp.tunit[4] = 45
            # 处理倾向于未来时间的情况
            # self.preferFuture(4)
            self.isAllDayTime = False

    def norm_setsecond(self):
        """
        添加了省略“秒”说法的时间：如17点15分32
        :return:
        """
        rule = u"([0-9]+(?=秒))|((?<=分)[0-5]?[0-9])"
        pattern = re.compile(rule)
        match = pattern.search(self.exp_time)
        if match is not None:
            self.tp.tunit[5] = int(match.group())
            self.isAllDayTime = False

    def norm_setSpecial(self):
        """
        特殊形式的规范化方法-该方法识别特殊形式的时间表达式单元的各个字段
        :return:
        """
        rule = u"(晚上|夜间|夜里|半夜|今晚|明晚|晚|夜里|下午|午后)(?<!(周|星期))([0-2]?[0-9]):[0-5]?[0-9]:[0-5]?[0-9]"
        pattern = re.compile(rule)
        match = pattern.search(self.exp_time)
        if match is not None:
            rule = '([0-2]?[0-9]):[0-5]?[0-9]:[0-5]?[0-9]'
            pattern = re.compile(rule)
            match = pattern.search(self.exp_time)
            tmp_target = match.group()
            tmp_parser = tmp_target.split(":")
            if 0 <= int(tmp_parser[0]) <= 11:
                self.tp.tunit[3] = int(tmp_parser[0]) + 12
            else:
                self.tp.tunit[3] = int(tmp_parser[0])

            self.tp.tunit[4] = int(tmp_parser[1])
            self.tp.tunit[5] = int(tmp_parser[2])
            # 处理倾向于未来时间的情况
            self.preferFuture(3)
            self.isAllDayTime = False

        else:
            rule = u"(晚上|夜间|夜里|半夜|今晚|明晚|晚|夜里|下午|午后)(?<!(周|星期))([0-2]?[0-9]):[0-5]?[0-9]"
            pattern = re.compile(rule)
            match = pattern.search(self.exp_time)
            if match is not None:
                rule = '([0-2]?[0-9]):[0-5]?[0-9]'
                pattern = re.compile(rule)
                match = pattern.search(self.exp_time)
                tmp_target = match.group()
                tmp_parser = tmp_target.split(":")
                if 0 <= int(tmp_parser[0]) <= 11:
                    self.tp.tunit[3] = int(tmp_parser[0]) + 12
                else:
                    self.tp.tunit[3] = int(tmp_parser[0])
                self.tp.tunit[4] = int(tmp_parser[1])
                # 处理倾向于未来时间的情况
                self.preferFuture(3)
                self.isAllDayTime = False

        if match is None:
            rule = u"(?<!(周|星期))([0-2]?[0-9]):[0-5]?[0-9]:[0-5]?[0-9](PM|pm|p\\.m)"
            pattern = re.compile(rule, re.I)
            match = pattern.search(self.exp_time)
            if match is not None:
                rule = '([0-2]?[0-9]):[0-5]?[0-9]:[0-5]?[0-9]'
                pattern = re.compile(rule)
                match = pattern.search(self.exp_time)
                tmp_target = match.group()
                tmp_parser = tmp_target.split(":")
                if 0 <= int(tmp_parser[0]) <= 11:
                    self.tp.tunit[3] = int(tmp_parser[0]) + 12
                else:
                    self.tp.tunit[3] = int(tmp_parser[0])

                self.tp.tunit[4] = int(tmp_parser[1])
                self.tp.tunit[5] = int(tmp_parser[2])
                # 处理倾向于未来时间的情况
                self.preferFuture(3)
                self.isAllDayTime = False

            else:
                rule = u"(?<!(周|星期))([0-2]?[0-9]):[0-5]?[0-9](PM|pm|p.m)"
                pattern = re.compile(rule, re.I)
                match = pattern.search(self.exp_time)
                if match is not None:
                    rule = '([0-2]?[0-9]):[0-5]?[0-9]'
                    pattern = re.compile(rule)
                    match = pattern.search(self.exp_time)
                    tmp_target = match.group()
                    tmp_parser = tmp_target.split(":")
                    if 0 <= int(tmp_parser[0]) <= 11:
                        self.tp.tunit[3] = int(tmp_parser[0]) + 12
                    else:
                        self.tp.tunit[3] = int(tmp_parser[0])
                    self.tp.tunit[4] = int(tmp_parser[1])
                    # 处理倾向于未来时间的情况
                    self.preferFuture(3)
                    self.isAllDayTime = False

        if match is None:
            rule = u"(?<!(周|星期|晚上|夜间|半夜|夜里|今晚|明晚|晚|夜里|下午|午后))([0-2]?[0-9]):[0-5]?[0-9]:[0-5]?[0-9]"
            pattern = re.compile(rule)
            match = pattern.search(self.exp_time)
            if match is not None:
                tmp_target = match.group()
                tmp_parser = tmp_target.split(":")
                self.tp.tunit[3] = int(tmp_parser[0])
                self.tp.tunit[4] = int(tmp_parser[1])
                self.tp.tunit[5] = int(tmp_parser[2])
                # 处理倾向于未来时间的情况
                self.preferFuture(3)
                self.isAllDayTime = False
            else:
                rule = u"(?<!(周|星期|晚上|夜间|夜里|半夜|今晚|明晚|晚|夜里|下午|午后))([0-2]?[0-9]):[0-5]?[0-9]"
                pattern = re.compile(rule)
                match = pattern.search(self.exp_time)
                if match is not None:
                    tmp_target = match.group()
                    tmp_parser = tmp_target.split(":")
                    self.tp.tunit[3] = int(tmp_parser[0])
                    self.tp.tunit[4] = int(tmp_parser[1])
                    # 处理倾向于未来时间的情况
                    self.preferFuture(3)
                    self.isAllDayTime = False
        # 这里是对年份表达的极好方式
        rule = u"[0-9]?[0-9]?[0-9]{2}-((10)|(11)|(12)|([1-9]))-((?<!\\d))([0-3][0-9]|[1-9])"
        pattern = re.compile(rule)
        match = pattern.search(self.exp_time)
        if match is not None:
            tmp_target = match.group()
            tmp_parser = tmp_target.split("-")
            self.tp.tunit[0] = int(tmp_parser[0])
            self.tp.tunit[1] = int(tmp_parser[1])
            self.tp.tunit[2] = int(tmp_parser[2])

        rule = u"[0-9]?[0-9]?[0-9]{2}/((10)|(11)|(12)|([1-9]))/((?<!\\d))([0-3][0-9]|[1-9])"
        pattern = re.compile(rule)
        match = pattern.search(self.exp_time)
        if match is not None:
            tmp_target = match.group()
            tmp_parser = tmp_target.split("/")
            self.tp.tunit[0] = int(tmp_parser[0])
            self.tp.tunit[1] = int(tmp_parser[1])
            self.tp.tunit[2] = int(tmp_parser[2])

        rule = u"((10)|(11)|(12)|([1-9]))/((?<!\\d))([0-3][0-9]|[1-9])/[0-9]?[0-9]?[0-9]{2}"
        pattern = re.compile(rule)
        match = pattern.search(self.exp_time)
        if match is not None:
            tmp_target = match.group()
            tmp_parser = tmp_target.split("/")
            self.tp.tunit[1] = int(tmp_parser[0])
            self.tp.tunit[2] = int(tmp_parser[1])
            self.tp.tunit[0] = int(tmp_parser[2])

        rule = u"[0-9]?[0-9]?[0-9]{2}\\.((10)|(11)|(12)|([1-9]))\\.((?<!\\d))([0-3][0-9]|[1-9])"
        pattern = re.compile(rule)
        match = pattern.search(self.exp_time)
        if match is not None:
            tmp_target = match.group()
            tmp_parser = tmp_target.split(".")
            self.tp.tunit[0] = int(tmp_parser[0])
            self.tp.tunit[1] = int(tmp_parser[1])
            self.tp.tunit[2] = int(tmp_parser[2])

    def norm_setBaseRelated(self):
        """
        设置以上文时间为基准的时间偏移计算
        :return:
        """
        # print(self.exp_time)
        cur = arrow.get(self.normalizer.timeBase, "YYYY-M-D-H-m-s")
        flag = [False, False, False]

        rule = u"\\d+(?=天[以之]?前)"
        pattern = re.compile(rule)
        match = pattern.search(self.exp_time)
        if match is not None:
            flag[2] = True
            day = int(match.group())
            cur = cur.shift(days = -day)

        rule = u"\\d+(?=天[以之]?后)"
        pattern = re.compile(rule)
        match = pattern.search(self.exp_time)
        if match is not None:
            flag[2] = True
            day = int(match.group())
            cur = cur.shift(days = day)

        rule = u"\\d+(?=(个)?月[以之]?前)"
        pattern = re.compile(rule)
        match = pattern.search(self.exp_time)
        if match is not None:
            flag[1] = True
            month = int(match.group())
            cur = cur.shift(months = -month)

        rule = u"\\d+(?=(个)?月[以之]?后)"
        pattern = re.compile(rule)
        match = pattern.search(self.exp_time)
        if match is not None:
            flag[1] = True
            month = int(match.group())
            cur = cur.shift(months = month)

        rule = u"\\d+(?=年[以之]?前)"
        pattern = re.compile(rule)
        match = pattern.search(self.exp_time)
        if match is not None:
            flag[0] = True
            year = int(match.group())
            cur = cur.shift(years = -year)

        rule = u"\\d+(?=年[以之]?后)"
        pattern = re.compile(rule)
        match = pattern.search(self.exp_time)
        if match is not None:
            flag[0] = True
            year = int(match.group())
            cur = cur.shift(years = year)

        if flag[0] or flag[1] or flag[2]:
            self.tp.tunit[0] = int(cur.year)
        if flag[1] or flag[2]:
            self.tp.tunit[1] = int(cur.month)
        if flag[2]:
            self.tp.tunit[2] = int(cur.day)

    # todo 时间长度相关
    def norm_setSpanRelated(self):
        """
        设置时间长度相关的时间表达式
        :return:
        """
        rule = u"\\d+(?=个月(?![以之]?[前后]))"
        pattern = re.compile(rule)
        match = pattern.search(self.exp_time)
        if match is not None:
            self.normalizer.isTimeSpan = True
            month = int(match.group())
            self.tp.tunit[1] = int(month)

        rule = u"\\d+(?=天(?![以之]?[前后]))"
        pattern = re.compile(rule)
        match = pattern.search(self.exp_time)
        if match is not None:
            self.normalizer.isTimeSpan = True
            day = int(match.group())
            self.tp.tunit[2] = int(day)

        rule = u"\\d+(?=(个)?小时(?![以之]?[前后]))"
        pattern = re.compile(rule)
        match = pattern.search(self.exp_time)
        if match is not None:
            self.normalizer.isTimeSpan = True
            hour = int(match.group())
            self.tp.tunit[3] = int(hour)

        rule = u"\\d+(?=分钟(?![以之]?[前后]))"
        pattern = re.compile(rule)
        match = pattern.search(self.exp_time)
        if match is not None:
            self.normalizer.isTimeSpan = True
            minute = int(match.group())
            self.tp.tunit[4] = int(minute)

        rule = u"\\d+(?=秒钟(?![以之]?[前后]))"
        pattern = re.compile(rule)
        match = pattern.search(self.exp_time)
        if match is not None:
            self.normalizer.isTimeSpan = True
            second = int(match.group())
            self.tp.tunit[5] = int(second)

        rule = u"\\d+(?=(个)?(周|星期|礼拜)(?![以之]?[前后]))"
        pattern = re.compile(rule)
        match = pattern.search(self.exp_time)
        if match is not None:
            self.normalizer.isTimeSpan = True
            week = int(match.group())
            if self.tp.tunit[2] == -1:
                self.tp.tunit[2] = 0
            self.tp.tunit[2] += int(week * 7)

    # 节假日相关
    def norm_setHoliday(self):
        rule = u"(情人节)|(母亲节)|(青年节)|(教师节)|(中元节)|(端午)|(劳动节)|(7夕)|(建党节)|(建军节)|(初13)|(初14)|(初15)|" \
               u"(初12)|(初11)|(初9)|(初8)|(初7)|(初6)|(初5)|(初4)|(初3)|(初2)|(初1)|(中和节)|(圣诞)|(中秋)|(春节)|(元宵)|" \
               u"(航海日)|(儿童节)|(国庆)|(植树节)|(元旦)|(重阳节)|(妇女节)|(记者节)|(立春)|(雨水)|(惊蛰)|(春分)|(清明)|(谷雨)|" \
               u"(立夏)|(小满 )|(芒种)|(夏至)|(小暑)|(大暑)|(立秋)|(处暑)|(白露)|(秋分)|(寒露)|(霜降)|(立冬)|(小雪)|(大雪)|" \
               u"(冬至)|(小寒)|(大寒)"
        pattern = re.compile(rule)
        match = pattern.search(self.exp_time)
        if match is not None:
            if self.tp.tunit[0] == -1:
                self.tp.tunit[0] = int(self.normalizer.timeBase.split('-')[0])
            holi = match.group()
            if u'节' not in holi:
                holi += u'节'
            if holi in self.normalizer.holi_solar:
                date = self.normalizer.holi_solar[holi].split('-')
            elif holi in self.normalizer.holi_lunar:
                date = self.normalizer.holi_lunar[holi].split('-')
                lsConverter = LunarSolarConverter()
                lunar = Lunar(self.tp.tunit[0], int(date[0]), int(date[1]), False)
                solar = lsConverter.LunarToSolar(lunar)
                self.tp.tunit[0] = solar.solarYear
                date[0] = solar.solarMonth
                date[1] = solar.solarDay
            else:
                holi = holi.strip(u'节')
                if holi in ['小寒', '大寒']:
                    self.tp.tunit[0] += 1
                date = self.china_24_st(self.tp.tunit[0], holi)
            self.tp.tunit[1] = int(date[0])
            self.tp.tunit[2] = int(date[1])

    def china_24_st(self, year: int, china_st: str):
        """
        二十世纪和二十一世纪，24节气计算
        :param year: 年份
        :param china_st: 节气
        :return: 节气日期（月, 日）
        """
        if (19 == year // 100) or (2000 == year):
            # 20世纪 key值
            st_key = [6.11, 20.84, 4.6295, 19.4599, 6.3826, 21.4155, 5.59, 20.888, 6.318, 21.86, 6.5, 22.2, 7.928,
                      23.65, 8.35, 23.95, 8.44, 23.822, 9.098, 24.218, 8.218, 23.08, 7.9, 22.6]
        else:
            # 21世纪 key值
            st_key = [5.4055, 20.12, 3.87, 18.73, 5.63, 20.646, 4.81, 20.1, 5.52, 21.04, 5.678, 21.37, 7.108, 22.83,
                      7.5, 23.13, 7.646, 23.042, 8.318, 23.438, 7.438, 22.36, 7.18, 21.94]
        # 二十四节气字典-- key值, 月份，(特殊年份，相差天数)...
        solar_terms = {
            '小寒': [st_key[0], '1', (2019, -1), (1982, 1)],
            '大寒': [st_key[1], '1', (2082, 1)],
            '立春': [st_key[2], '2', (None, 0)],
            '雨水': [st_key[3], '2', (2026, -1)],
            '惊蛰': [st_key[4], '3', (None, 0)],
            '春分': [st_key[5], '3', (2084, 1)],
            '清明': [st_key[6], '4', (None, 0)],
            '谷雨': [st_key[7], '4', (None, 0)],
            '立夏': [st_key[8], '5', (1911, 1)],
            '小满': [st_key[9], '5', (2008, 1)],
            '芒种': [st_key[10], '6', (1902, 1)],
            '夏至': [st_key[11], '6', (None, 0)],
            '小暑': [st_key[12], '7', (2016, 1), (1925, 1)],
            '大暑': [st_key[13], '7', (1922, 1)],
            '立秋': [st_key[14], '8', (2002, 1)],
            '处暑': [st_key[15], '8', (None, 0)],
            '白露': [st_key[16], '9', (1927, 1)],
            '秋分': [st_key[17], '9', (None, 0)],
            '寒露': [st_key[18], '10', (2088, 0)],
            '霜降': [st_key[19], '10', (2089, 1)],
            '立冬': [st_key[20], '11', (2089, 1)],
            '小雪': [st_key[21], '11', (1978, 0)],
            '大雪': [st_key[22], '12', (1954, 1)],
            '冬至': [st_key[23], '12', (2021, -1), (1918, -1)]
        }
        if china_st in ['小寒', '大寒', '立春', '雨水']:
            flag_day = int((year % 100) * 0.2422 + solar_terms[china_st][0]) - int((year % 100 - 1) / 4)
        else:
            flag_day = int((year % 100) * 0.2422 + solar_terms[china_st][0]) - int((year % 100) / 4)
        # 特殊年份处理
        for special in solar_terms[china_st][2:]:
            if year == special[0]:
                flag_day += special[1]
                break
        return (solar_terms[china_st][1]), str(flag_day)

    def norm_setCurRelated(self):
        """
        设置当前时间相关的时间表达式
        :return:
        """
        # 这一块还是用了断言表达式
        cur = arrow.get(self.normalizer.timeBase, "YYYY-M-D-H-m-s")
        flag = [False, False, False]

        rule = u"前年"
        pattern = re.compile(rule)
        match = pattern.search(self.exp_time)
        if match is not None:
            flag[0] = True
            cur = cur.shift(years = -2)

        rule = u"去年"
        pattern = re.compile(rule)
        match = pattern.search(self.exp_time)
        if match is not None:
            flag[0] = True
            cur = cur.shift(years = -1)

        rule = u"今年"
        pattern = re.compile(rule)
        match = pattern.search(self.exp_time)
        if match is not None:
            flag[0] = True
            cur = cur.shift(years = 0)

        rule = u"明年"
        pattern = re.compile(rule)
        match = pattern.search(self.exp_time)
        if match is not None:
            flag[0] = True
            cur = cur.shift(years = 1)

        rule = u"后年"
        pattern = re.compile(rule)
        match = pattern.search(self.exp_time)
        if match is not None:
            flag[0] = True
            cur = cur.shift(years = 2)

        rule = u"上*上(个)?月"
        pattern = re.compile(rule)
        match = pattern.search(self.exp_time)
        if match is not None:
            flag[1] = True
            rule = u"上"
            pattern = re.compile(rule)
            match = pattern.findall(self.exp_time)
            cur = cur.shift(months = -len(match))

        rule = u"(本|这个)月"
        pattern = re.compile(rule)
        match = pattern.search(self.exp_time)
        if match is not None:
            flag[1] = True
            cur = cur.shift(months = 0)

        rule = u"下*下(个)?月"
        pattern = re.compile(rule)
        match = pattern.search(self.exp_time)
        if match is not None:
            flag[1] = True
            rule = u"下"
            pattern = re.compile(rule)
            match = pattern.findall(self.exp_time)
            cur = cur.shift(months = len(match))

        rule = u"大*大前天"
        pattern = re.compile(rule)
        match = pattern.search(self.exp_time)
        if match is not None:
            flag[2] = True
            rule = u"大"
            pattern = re.compile(rule)
            match = pattern.findall(self.exp_time)
            cur = cur.shift(days = -(2 + len(match)))

        rule = u"(?<!大)前天"
        pattern = re.compile(rule)
        match = pattern.search(self.exp_time)
        if match is not None:
            flag[2] = True
            cur = cur.shift(days = -2)

        rule = u"昨"
        pattern = re.compile(rule)
        match = pattern.search(self.exp_time)
        if match is not None:
            flag[2] = True
            cur = cur.shift(days = -1)

        rule = u"今(?!年)"
        pattern = re.compile(rule)
        match = pattern.search(self.exp_time)
        if match is not None:
            flag[2] = True
            cur = cur.shift(days = 0)

        rule = u"明(?!年)"
        pattern = re.compile(rule)
        match = pattern.search(self.exp_time)
        if match is not None:
            flag[2] = True
            cur = cur.shift(days = 1)

        rule = u"(?<!大)后天"
        pattern = re.compile(rule)
        match = pattern.search(self.exp_time)
        if match is not None:
            flag[2] = True
            cur = cur.shift(days = 2)

        rule = u"(?<=(前))[0-9](?=(天))|([0-9]+)(?=((天)((前)|(之前)|(以前))))"
        pattern = re.compile(rule)
        match = pattern.search(self.exp_time)
        if match is not None:
            flag[2] = True
            cur = cur.shift(days = -int(match.group()))

        rule = u"大*大后天"
        pattern = re.compile(rule)
        match = pattern.search(self.exp_time)
        if match is not None:
            rule = u"大"
            pattern = re.compile(rule)
            match = pattern.findall(self.exp_time)
            flag[2] = True

            cur = cur.shift(days = (2 + len(match)))

        # todo 补充星期相关的预测 done
        rule = u"(?<=(上*上上(周|星期)))[1-7]?"
        pattern = re.compile(rule)
        match = pattern.search(self.exp_time)
        if match is not None:
            flag[2] = True
            try:
                week = int(match.group())
            except:
                week = 1
            week -= 1
            span = week - cur.weekday()
            rule = u"上"
            pattern = re.compile(rule)
            match = pattern.findall(self.exp_time)
            cur = cur.replace(weeks = -len(match), days = span)

        rule = u"(?<=((?<!上)上(周|星期)))[1-7]?"
        pattern = re.compile(rule)
        match = pattern.search(self.exp_time)
        if match is not None:
            flag[2] = True
            try:
                week = int(match.group())
            except:
                week = 1
            week -= 1
            span = week - cur.weekday()
            cur = cur.replace(weeks = -1, days = span)

        rule = u"(?<=((?<!下)下(周|星期)))[1-7]?"
        pattern = re.compile(rule)
        match = pattern.search(self.exp_time)
        if match is not None:
            flag[2] = True
            try:
                week = int(match.group())
            except:
                week = 1
            week -= 1
            span = week - cur.weekday()
            cur = cur.replace(weeks = 1, days = span)

        # 这里对下下下周的时间转换做出了改善
        rule = u"(?<=(下*下下(周|星期)))[1-7]?"
        pattern = re.compile(rule)
        match = pattern.search(self.exp_time)
        if match is not None:
            flag[2] = True
            try:
                week = int(match.group())
            except:
                week = 1
            week -= 1
            span = week - cur.weekday()
            rule = u"下"
            pattern = re.compile(rule)
            match = pattern.findall(self.exp_time)
            cur = cur.replace(weeks = len(match), days = span)

        rule = u"(?<=((?<!(上|下|个|[0-9]))(周|星期)))[1-7]"
        pattern = re.compile(rule)
        match = pattern.search(self.exp_time)
        if match is not None:
            flag[2] = True
            try:
                week = int(match.group())
            except:
                week = 1
            week -= 1
            span = week - cur.weekday()
            cur = cur.replace(days = span)
            # 处理未来时间
            # cur = self.preferFutureWeek(week, cur)

        if flag[0] or flag[1] or flag[2]:
            self.tp.tunit[0] = int(cur.year)
        if flag[1] or flag[2]:
            self.tp.tunit[1] = int(cur.month)
        if flag[2]:
            self.tp.tunit[2] = int(cur.day)

    def modifyTimeBase(self):
        """
        该方法用于更新timeBase使之具有上下文关联性
        :return:
        """
        if not self.normalizer.isTimeSpan:
            if 30 <= self.tp.tunit[0] < 100:
                self.tp.tunit[0] = 1900 + self.tp.tunit[0]
            if 0 < self.tp.tunit[0] < 30:
                self.tp.tunit[0] = 2000 + self.tp.tunit[0]
            time_grid = self.normalizer.timeBase.split('-')
            arr = []
            for i in range(0, 6):
                if self.tp.tunit[i] == -1:
                    arr.append(str(time_grid[i]))
                else:
                    arr.append(str(self.tp.tunit[i]))
            self.normalizer.timeBase = '-'.join(arr)

    def preferFutureWeek(self, weekday, cur):
        # 1. 确认用户选项
        if not self.normalizer.isPreferFuture:
            return cur
        # 2. 检查被检查的时间级别之前，是否没有更高级的已经确定的时间，如果有，则不进行处理.
        for i in range(0, 2):
            if self.tp.tunit[i] != -1:
                return cur
        # 获取当前是在周几，如果识别到的时间小于当前时间，则识别时间为下一周
        tmp = arrow.get(self.normalizer.timeBase, "YYYY-M-D-H-m-s")
        curWeekday = tmp.weekday()
        if curWeekday > weekday:
            cur = cur.shift(days = 7)
        return cur

    def preferFuture(self, checkTimeIndex):
        """
        如果用户选项是倾向于未来时间，检查checkTimeIndex所指的时间是否是过去的时间，如果是的话，将大一级的时间设为当前时间的+1。
        如在晚上说“早上8点看书”，则识别为明天早上;
        12月31日说“3号买菜”，则识别为明年1月的3号。
        :param checkTimeIndex: _tp.tunit时间数组的下标
        :return:
        """
        # 1. 检查被检查的时间级别之前，是否没有更高级的已经确定的时间，如果有，则不进行处理.
        for i in range(0, checkTimeIndex):
            if self.tp.tunit[i] != -1:
                return
        # 2. 根据上下文补充时间
        self.checkContextTime(checkTimeIndex)
        # 3. 根据上下文补充时间后再次检查被检查的时间级别之前，是否没有更高级的已经确定的时间，如果有，则不进行倾向处理.
        # for i in range(0, checkTimeIndex):
        #     if self.tp.tunit[i] != -1:
        #         return

        # 4. 确认用户选项
        if not self.normalizer.isPreferFuture:
            return
        # 5. 获取当前时间，如果识别到的时间小于当前时间，则将其上的所有级别时间设置为当前时间，并且其上一级的时间步长+1
        time_arr = self.normalizer.timeBase.split('-')
        cur = arrow.get(self.normalizer.timeBase, "YYYY-M-D-H-m-s")
        cur_unit = int(time_arr[checkTimeIndex])
        # print(time_arr)
        # print(self.tp.tunit)
        if self.tp.tunit[0] == -1:
            self._noyear = True
        else:
            self._noyear = False
        if cur_unit < self.tp.tunit[checkTimeIndex]:
            return
        # if cur_unit == self.tp.tunit[checkTimeIndex]:
        #     down_unit = int(time_arr[checkTimeIndex + 1])
        #     if down_unit
        # 准备增加的时间单位是被检查的时间的上一级，将上一级时间+1
        cur = self.addTime(cur, checkTimeIndex - 1)
        time_arr = cur.format("YYYY-M-D-H-m-s").split('-')
        for i in range(0, checkTimeIndex):
            self.tp.tunit[i] = int(time_arr[i])
            # if i == 1:
            #     self.tp.tunit[i] += 1

    def _check_time(self, parse):
        """
        检查未来时间点
        :param parse: 解析出来的list
        :return:
        """
        time_arr = self.normalizer.timeBase.split('-')
        if self._noyear:
            # check the month
            # print(parse)
            # print(time_arr)
            if parse[1] == int(time_arr[1]):
                if parse[2] > int(time_arr[2]):
                    parse[0] = parse[0] - 1
            self._noyear = False

    def checkContextTime(self, checkTimeIndex):
        """
        根据上下文时间补充时间信息
        :param checkTimeIndex:
        :return:
        """
        if not self.isFirstTimeSolveContext:
            return
        for i in range(0, checkTimeIndex):
            if self.tp.tunit[i] == -1 and self.tp_origin.tunit[i] != -1:
                self.tp.tunit[i] = self.tp_origin.tunit[i]
        t_o = self.tp_origin.tunit[checkTimeIndex]
        t = self.tp.tunit[checkTimeIndex]
        if not self.isMorning and checkTimeIndex == 3 \
                and t_o >= 12 and (t_o - 12) < t < 12:
            self.tp.tunit[checkTimeIndex] += 12
        self.isFirstTimeSolveContext = False

    def addTime(self, cur, fore_unit):
        if fore_unit == 0:
            cur = cur.shift(years = 1)
        elif fore_unit == 1:
            cur = cur.shift(months = 1)
        elif fore_unit == 2:
            cur = cur.shift(days = 1)
        elif fore_unit == 3:
            cur = cur.shift(hours = 1)
        elif fore_unit == 4:
            cur = cur.shift(minutes = 1)
        elif fore_unit == 5:
            cur = cur.shift(seconds = 1)
        return cur