# Created by Danyang Zhang @X-Lance. import abc from typing import Iterable, Iterator, Union from typing import List, Tuple #import enum import numpy as np import itertools class Item(abc.ABC): # class Item {{{ # @abc.abstractmethod def instantiate(self) -> str: """ Samples from the underlying template a sentence. Return: str """ raise NotImplementedError() @property @abc.abstractmethod def regex(self) -> str: raise NotImplementedError() @abc.abstractmethod def get_targets(self) -> List[str]: """ Collects the target patterns from the nodes or the sub-nodes recursively. Return: list of str """ raise NotImplementedError() @abc.abstractmethod def implement(self, targets: Iterator[str]): """ Implements the target slots by the real target values. It is expected for `targets` to have the same length with `self.getTarget()`. Args: target: iterator of str """ raise NotImplementedError() def __add__(self, item: "Item") -> "Item": if self is Nil: return item elif item is Nil: return self return Concat(self, item) def __str__(self) -> str: raise NotImplementedError() def __repr__(self) -> str: raise NotImplementedError() # }}} class Item # Nil = type( "Nil", (Item,) , { "instantiate": lambda self: "" , "regex": "" , "get_targets": lambda self: [] , "implement": lambda self, tgts: None , "__str__": lambda self: "" , "__repr__": lambda self: "Nil" } )() class Concat(Item): # class Concat {{{ # def __init__(self, *items: Iterable[Item]): super(Concat, self).__init__() self._items: List[Item] = [] self._regex: str = "" for itm in items: self += itm def __iter__(self) -> Iterator[Item]: return iter(self._items) def __iadd__(self, item: Item) -> Item: if isinstance(item, Concat): self._items += item elif item is not Nil: self._items.append(item) self._regex += item.regex return self def instantiate(self) -> str: return "".join(map(lambda itm: itm.instantiate(), self._items)) @property def regex(self) -> str: return self._regex def get_targets(self) -> List[str]: return list( itertools.chain.from_iterable( map( lambda itm: itm.get_targets() , self._items ) ) ) def implement(self, targets: Iterator[str]): for itm in self._items: itm.implement(targets) def __str__(self) -> str: return "".join(map(str, self._items)) def __repr__(self) -> str: return "Concat({:})".format( ", ".join( map( repr , self._items ) ) ) # }}} class Concat # class Const(Item): # class Const {{{ # regex_meta_chars = str.maketrans( { ch: "\\" + ch for ch in [ ".", "^", "$", "*" , "+", "?", "{", "}" , "\\", "[", "]", "|" , "(", ")" ] } ) def __init__(self, value: str): super(Const, self).__init__() self.value: str = value self._regex: str = self.value.translate(Const.regex_meta_chars) def instantiate(self) -> str: return self.value @property def regex(self) -> str: return self._regex def get_targets(self) -> List[str]: return [] def implement(self, targets: Iterator[str]): pass def __str__(self) -> str: return self.value def __repr__(self) -> str: return "Const({:})".format(repr(self.value)) # }}} class Const # class Choice(Item): # class Choice {{{ # def __init__(self, *items: Iterable[Item]): super(Choice, self).__init__() self._items: List[Item] = list( filter( lambda itm: itm is not Nil , items ) ) self._regex: str = "(?:" + "|".join(map(lambda itm: itm.regex, self._items)) + ")" self._rng: np.random.Generator = np.random.default_rng() def instantiate(self) -> str: if len(self._items)==0: return "" return self._items[self._rng.integers(len(self._items))].instantiate() @property def regex(self) -> str: return self._regex @classmethod def fromItem(cls, item: Item): if isinstance(item, Concat): return cls(*item) else: return cls(item) def get_targets(self) -> List[str]: return list( itertools.chain.from_iterable( map( lambda itm: itm.get_targets() , self._items ) ) ) def implement(self, targets: Iterator[str]): for itm in self._items: itm.implement(targets) def __str__(self) -> str: return "({:})".format( "/".join( map( str , self._items ) ) ) def __repr__(self) -> str: return "Choice({:})".format( ", ".join( map( repr , self._items ) ) ) # }}} class Choice # class Optional(Item): # class Optional {{{ # def __init__(self, item: Union[Item, str]): super(Optional, self).__init__() if isinstance(item, str): item = Const(item) self._item: Item = item self._regex = "(?:" + self._item.regex + ")?" self._rng: np.random.Generator = np.random.default_rng() def instantiate(self) -> str: return self._item.instantiate() if self._rng.random()<0.5 else "" @property def regex(self) -> str: return self._regex def get_targets(self) -> List[str]: return self._item.get_targets() def implement(self, targets: Iterator[str]): self._item.implement(targets) def __str__(self) -> str: return "[" + str(self._item) + "]" def __repr__(self) -> str: return "Optional(" + repr(self._item) + ")" # }}} class Optional # class Target(Item): # class Target {{{ # def __init__(self, pattern: str): super(Target, self).__init__() self._pattern: str = pattern self._value: str = "" def instantiate(self) -> str: return self._value @property def regex(self) -> str: return "(.+)" def get_targets(self) -> List[str]: return [self._pattern] def implement(self, targets: Iterator[str]): try: value = next(targets) self._value = value except StopIteration: pass def __str__(self) -> str: return "{" + self._pattern + "}" def __repr__(self) -> str: return "Target(" + repr(self._pattern) + ")" # }}} class Target # def read_plain(pattern: str) -> Tuple[Union[Const, type(Nil)], str]: # function read_plain {{{ # plain = "".join( itertools.takewhile( lambda ch: ch not in { "(", "/", ")" , "[", "]" , "{", "}" } , pattern ) ) return Const(plain) if len(plain)>0 else Nil\ , pattern[len(plain):] # }}} function read_plain # def read_until(stop: str, pattern: str) -> Tuple[str, str]: # function read_until {{{ # """ Args: stop: char pattern: str Return: - str as the output - str as the remaining """ plain = "".join( itertools.takewhile( lambda ch: ch!=stop , pattern ) ) return plain, pattern[len(plain):] # }}} function read_until # def read_while(while_char: str, pattern: str) -> Tuple[List[Item], str]: # function read_while {{{ # """ Args: while_char: char pattern: str Return: - list of Item - str """ (item, char), remaining = read_item(pattern) items = [item] while char==while_char: (item, char), remaining = read_item(remaining) items.append(item) return items, remaining # }}} function read_while # def read_item(pattern: str) -> Tuple[ Tuple [ Item , str ] , str ]: # function read_item {{{ # """ Args: pattern: str Return: - tuple like (Item, char) - str """ prelude, remaining = read_plain(pattern) if len(remaining)==0: return (prelude, "$"), "" head, tail = remaining[0], remaining[1:] if head=="(": choices, remaining = read_while("/", tail) (others, end), remaining = read_item(remaining) return ( prelude\ + Choice(*choices)\ + others\ , end )\ , remaining elif head=="/": return (prelude, "/")\ , tail elif head==")": return (prelude, ")")\ , tail elif head=="[": (option, _), remaining = read_item(tail) (others, end), remaining = read_item(remaining) return ( prelude\ + Optional(option)\ + others\ , end )\ , remaining elif head=="]": return (prelude, "]")\ , tail elif head=="{": target, remaining = read_until("}", tail) (others, end), remaining = read_item(remaining[1:]) return ( prelude\ + Target(target)\ + others\ , end )\ , remaining # }}} function read_item # def parse_pattern(pattern: str) -> Item: (item, end), remaining = read_item(pattern) assert len(remaining)==0 and end=="$" return item