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import abc |
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from collections.abc import Iterator as _Iterator |
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from typing import Iterable, Sequence, Tuple, TypeVar |
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import numpy as np |
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T = TypeVar("T") |
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IX = TypeVar("IX") |
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class SizedIterator(_Iterator[T], metaclass=abc.ABCMeta): |
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""" |
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An iterator with size and progress. |
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""" |
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def position(self) -> int: |
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raise NotImplementedError() |
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def total(self) -> int: |
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raise NotImplementedError() |
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def remaining(self) -> int: |
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return self.total() - self.position() |
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def has_next(self) -> bool: |
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return self.position() < self.total() |
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def __len__(self) -> int: |
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return self.total() |
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def __repr__(self): |
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return f"It({self.position()}/{self.total()})" |
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def __str__(self): |
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return repr(self) |
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class SeqIterator(SizedIterator[T]): |
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""" |
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A concrete SizedIterator backed by a list. |
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""" |
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def __init__(self, it: Iterable[T]): |
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self.__seq, self.__i, self.__current = list(it), 0, None |
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@property |
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def seq(self) -> Sequence[T]: |
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return self.__seq |
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def reset(self) -> None: |
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self.__i, self.__current = 0, None |
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def peek(self) -> T: |
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return self.__seq[self.__i] |
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def position(self) -> int: |
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return self.__i |
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def total(self) -> int: |
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return len(self.__seq) |
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def __next__(self) -> T: |
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try: |
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self.current = self.__seq[self.__i] |
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except IndexError: |
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raise StopIteration(f"Size is {len(self)}") |
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self.__i += 1 |
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return self.current |
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class TieredIterator(SeqIterator[Tuple[IX]]): |
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""" |
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A SizedIterator that iterates over every tuples of combination from multiple sequences. |
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Example: |
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>>> it = TieredIterator([[1, 2, 3], [5, 6]]) |
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>>> list(it) |
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[(1,5), (1,6), (2,5), (2,6), (3,5), (3,6)] |
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""" |
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# noinspection PyMissingConstructor |
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def __init__(self, sequence: Sequence[Sequence[IX]]): |
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self.__seqs = list([SeqIterator(s) for s in reversed(sequence)]) |
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self.__total = 0 if len(self.seqs) == 0 else int(np.product([i.total() for i in self.seqs])) |
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self.__i = 0 |
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@property |
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def seqs(self) -> Sequence[SeqIterator[IX]]: |
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return self.__seqs |
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def position(self) -> int: |
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return self.__i |
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def total(self) -> int: |
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return self.__total |
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def __next__(self) -> Tuple[IX]: |
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if not self.has_next(): |
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raise StopIteration(f"Length is {self.total()}") |
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t = tuple((seq.peek() for seq in reversed(self.seqs))) |
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self.__set(0) |
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self.__i += 1 |
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return t |
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def __set(self, i: int): |
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seq = self.seqs[i] |
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if seq.remaining() > 1: |
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next(seq) |
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else: |
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seq.reset() |
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# to avoid index error for last case, after which self.has_next() is False |
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if i < len(self.seqs) - 1: |
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self.__set(i + 1) # recurse |
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def __repr__(self): |
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sizes = ", ".join([f"{it.current}/{it.total()}" for it in self.seqs]) |
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return f"Iter({sizes})" |
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def __str__(self): |
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return repr(self) |
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__all__ = ["SizedIterator", "SeqIterator", "TieredIterator"] |
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