示例#1
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    def __init__(self, clean_html=True):
        self.clean_html = clean_html

        self._punctuation = '!"#&\'()*+,.;<=>?@[\\]^_`{|}~'
        self._lctx_1_exceptions = set('/ :'.split())
        self._lctx_2_exceptions = set('discount redeem voucher'.split())
        self._rctx_1_exceptions = set('/ : th am pm hour hours %'.split())
        self._rctx_2_exceptions = set('discount redeem voucher'.split())

        # LEPL Real Number Matchers (w/thousands)
        _comma_three_digits = Join(Drop(','), Add(Digit()[3]))[:]
        _thousand_group = Or(
            Join(_comma_three_digits, Any('.'), UnsignedInteger()),
            Join(_comma_three_digits, Optional(Any('.'))))
        _real = Or(Join(UnsignedInteger(), _thousand_group),
                   UnsignedReal()) >> float
        _any = Join(Star(AnyBut(_real)))
        self._real_partition_matcher = Star(And(_any, _real, _any))
        self._real_simple_matcher = _real[:,
                                          Drop(
                                              Star(Or(Whitespace(), Any(',-')))
                                          )]
示例#2
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    def __init__(self, clean_html=True):
        self.clean_html = clean_html

        self._punctuation = '!"#&\'()*+,.;<=>?@[\\]^_`{|}~'
        self._lctx_1_exceptions = set('/ :'.split())
        self._lctx_2_exceptions = set('discount redeem voucher'.split())
        self._rctx_1_exceptions = set('/ : th am pm hour hours %'.split())
        self._rctx_2_exceptions = set('discount redeem voucher'.split())

        # LEPL Real Number Matchers (w/thousands)
        _comma_three_digits = Join(Drop(','), Add(Digit()[3]))[:]
        _thousand_group = Or(
            Join(_comma_three_digits, Any('.'), UnsignedInteger()),
            Join(_comma_three_digits, Optional(Any('.')))
        )
        _real = Or(Join(UnsignedInteger(), _thousand_group), UnsignedReal()) >> float
        _any = Join(Star(AnyBut(_real)))
        self._real_partition_matcher = Star(And(_any, _real, _any))
        self._real_simple_matcher = _real[:, Drop(Star(Or(Whitespace(), Any(',-'))))]
示例#3
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class PriceParser(object):
    def __init__(self, clean_html=True):
        self.clean_html = clean_html

        self._punctuation = '!"#&\'()*+,.;<=>?@[\\]^_`{|}~'
        self._lctx_1_exceptions = set('/ :'.split())
        self._lctx_2_exceptions = set('discount redeem voucher'.split())
        self._rctx_1_exceptions = set('/ : th am pm hour hours %'.split())
        self._rctx_2_exceptions = set('discount redeem voucher'.split())

        # LEPL Real Number Matchers (w/thousands)
        _comma_three_digits = Join(Drop(','), Add(Digit()[3]))[:]
        _thousand_group = Or(
            Join(_comma_three_digits, Any('.'), UnsignedInteger()),
            Join(_comma_three_digits, Optional(Any('.'))))
        _real = Or(Join(UnsignedInteger(), _thousand_group),
                   UnsignedReal()) >> float
        _any = Join(Star(AnyBut(_real)))
        self._real_partition_matcher = Star(And(_any, _real, _any))
        self._real_simple_matcher = _real[:,
                                          Drop(
                                              Star(Or(Whitespace(), Any(',-')))
                                          )]

    def _clean_html(self, s):
        return ''.join(BeautifulSoup(s).findAll(text=True))

    def _condition_raw_string(self, s):
        if self.clean_html:
            s = self._clean_html(s)
        return s.strip().lower()

    def _optimizations(self, s):
        if len(s) < 1 or not re.search(r'\d+', s):
            return []
        try:
            return [float(s)]
        except Exception:
            try:
                return self._real_simple_matcher.parse(s)
            except Exception:
                return None

    def _ctx_list(self, s):
        real_partitions = self._real_partition_matcher.parse(s)
        for i, e in enumerate(real_partitions):
            if isinstance(e, basestring):
                e = e.strip()
                ctx_elements = re.split(r'\s+', e)
                for j, ctx_e in enumerate(ctx_elements):
                    ctx_e = ctx_e.strip(self._punctuation)
                    if len(ctx_e) > 1 and not ctx_e.isalnum():
                        del ctx_elements[j]
                        ctx_elements.extend(list(ctx_e))
                    else:
                        ctx_elements[j] = ctx_e
                real_partitions[i] = ctx_elements
        return real_partitions

    def _ctx_reals(self, s):
        ret = []
        ctx_list = self._ctx_list(s)
        for i, e in enumerate(ctx_list):
            if isinstance(e, float):
                lctx = ctx_list[i - 1][-2:] if i > 0 and isinstance(
                    ctx_list[i - 1], list) else None
                rctx = ctx_list[i +
                                1][:2] if i + 1 < len(ctx_list) and isinstance(
                                    ctx_list[i + 1], list) else None
                ret.append([lctx, e, rctx])
        return ret

    def parse(self, s):
        # conditioning
        s = self._condition_raw_string(s)

        # optimizations
        res = self._optimizations(s)
        if res is not None:
            return res

        # contextualized analysis
        ret = []
        ctx_reals = self._ctx_reals(s)
        for lctx, real, rctx in ctx_reals:
            if lctx:
                if lctx[-1] in self._lctx_1_exceptions | self._lctx_2_exceptions:
                    continue
                if len(lctx) > 1 and lctx[-2] in self._lctx_2_exceptions:
                    continue
            if rctx:
                if rctx[0] in self._rctx_1_exceptions | self._rctx_2_exceptions:
                    continue
                if len(rctx) > 1 and rctx[1] in self._rctx_2_exceptions:
                    continue
            ret.append(real)
        return ret
示例#4
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class PriceParser(object):
    def __init__(self, clean_html=True):
        self.clean_html = clean_html

        self._punctuation = '!"#&\'()*+,.;<=>?@[\\]^_`{|}~'
        self._lctx_1_exceptions = set('/ :'.split())
        self._lctx_2_exceptions = set('discount redeem voucher'.split())
        self._rctx_1_exceptions = set('/ : th am pm hour hours %'.split())
        self._rctx_2_exceptions = set('discount redeem voucher'.split())

        # LEPL Real Number Matchers (w/thousands)
        _comma_three_digits = Join(Drop(','), Add(Digit()[3]))[:]
        _thousand_group = Or(
            Join(_comma_three_digits, Any('.'), UnsignedInteger()),
            Join(_comma_three_digits, Optional(Any('.')))
        )
        _real = Or(Join(UnsignedInteger(), _thousand_group), UnsignedReal()) >> float
        _any = Join(Star(AnyBut(_real)))
        self._real_partition_matcher = Star(And(_any, _real, _any))
        self._real_simple_matcher = _real[:, Drop(Star(Or(Whitespace(), Any(',-'))))]

    def _clean_html(self, s):
        return ''.join(BeautifulSoup(s).findAll(text=True))

    def _condition_raw_string(self, s):
        if self.clean_html:
            s = self._clean_html(s)
        return s.strip().lower()

    def _optimizations(self, s):
        if len(s) < 1 or not re.search(r'\d+', s):
            return []
        try:
            return [float(s)]
        except Exception:
            try:
                return self._real_simple_matcher.parse(s)
            except Exception:
                return None

    def _ctx_list(self, s):
        real_partitions = self._real_partition_matcher.parse(s)
        for i, e in enumerate(real_partitions):
            if isinstance(e, basestring):
                e = e.strip()
                ctx_elements = re.split(r'\s+', e)
                for j, ctx_e in enumerate(ctx_elements):
                    ctx_e = ctx_e.strip(self._punctuation)
                    if len(ctx_e) > 1 and not ctx_e.isalnum():
                        del ctx_elements[j]
                        ctx_elements.extend(list(ctx_e))
                    else:
                        ctx_elements[j] = ctx_e
                real_partitions[i] = ctx_elements
        return real_partitions

    def _ctx_reals(self, s):
        ret = []
        ctx_list = self._ctx_list(s)
        for i, e in enumerate(ctx_list):
            if isinstance(e, float):
                lctx = ctx_list[i - 1][-2:] if i > 0 and isinstance(ctx_list[i - 1], list) else None
                rctx = ctx_list[i + 1][:2] if i + 1 < len(ctx_list) and isinstance(ctx_list[i + 1], list) else None
                ret.append([lctx, e, rctx])
        return ret

    def parse(self, s):
        # conditioning
        s = self._condition_raw_string(s)

        # optimizations
        res = self._optimizations(s)
        if res is not None:
            return res

        # contextualized analysis
        ret = []
        ctx_reals = self._ctx_reals(s)
        for lctx, real, rctx in ctx_reals:
            if lctx:
                if lctx[-1] in self._lctx_1_exceptions | self._lctx_2_exceptions: continue
                if len(lctx) > 1 and lctx[-2] in self._lctx_2_exceptions: continue
            if rctx:
                if rctx[0] in self._rctx_1_exceptions | self._rctx_2_exceptions: continue
                if len(rctx) > 1 and rctx[1] in self._rctx_2_exceptions: continue
            ret.append(real)
        return ret
示例#5
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 def test_reduce(self):
     self.assert_direct('123', Reduce(Star(Any()), ''),
                        [['123'], ['12'], ['1'], ['']])
示例#6
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 def test_add(self):
     self.assert_direct('123', Add(Star(Any())),
                        [['123'], ['12'], ['1'], []])