X-Git-Url: https://wannabe.guru.org/gitweb/?a=blobdiff_plain;f=iter_utils.py;h=c6daddfc2ea3116ff32761076171a8a8f3d19944;hb=2966ecdb8c49266d491a1f75791868920d68a510;hp=00c4221b26201d7c0a3a1b5bfee938d00371d914;hpb=1172b6778a036431b542fdc89bbfdd13e13b5e8d;p=python_utils.git diff --git a/iter_utils.py b/iter_utils.py index 00c4221..c6daddf 100644 --- a/iter_utils.py +++ b/iter_utils.py @@ -1,12 +1,25 @@ #!/usr/bin/env python3 +# © Copyright 2021-2022, Scott Gasch + +"""A collection if :class:`Iterator` subclasses that can be composed +with another iterator and provide extra functionality. e.g. + + + :class:`PeekingIterator` + + :class:`PushbackIterator` + + :class:`SamplingIterator` + +""" + import random from collections.abc import Iterator from typing import Any, List, Optional class PeekingIterator(Iterator): - """An iterator that lets you peek at the next item on deck. + """An iterator that lets you :meth:`peek` at the next item on deck. + Returns None when there is no next item (i.e. when + :meth:`__next__` will produce a StopIteration exception). >>> p = PeekingIterator(iter(range(3))) >>> p.__next__() @@ -25,6 +38,7 @@ class PeekingIterator(Iterator): Traceback (most recent call last): ... StopIteration + """ def __init__(self, source_iter: Iterator): @@ -52,11 +66,61 @@ class PeekingIterator(Iterator): return None +class PushbackIterator(Iterator): + """An iterator that allows you to push items back + onto the front of the sequence. e.g. + + >>> i = PushbackIterator(iter(range(3))) + >>> i.__next__() + 0 + >>> i.push_back(99) + >>> i.push_back(98) + >>> i.__next__() + 98 + >>> i.__next__() + 99 + >>> i.__next__() + 1 + >>> i.__next__() + 2 + >>> i.push_back(100) + >>> i.__next__() + 100 + >>> i.__next__() + Traceback (most recent call last): + ... + StopIteration + """ + + def __init__(self, source_iter: Iterator): + self.source_iter = source_iter + self.pushed_back: List[Any] = [] + + def __iter__(self) -> Iterator: + return self + + def __next__(self) -> Any: + if len(self.pushed_back) > 0: + return self.pushed_back.pop() + return self.source_iter.__next__() + + def push_back(self, item: Any): + self.pushed_back.append(item) + + class SamplingIterator(Iterator): """An iterator that simply echoes what source_iter produces but also collects a random sample (of size sample_size) of the stream that can be queried at any time. + .. note:: + Until sample_size elements have been seen the sample will be + less than sample_size elements in length. + + .. note:: + If sample_size is > len(source_iter) then it will produce a + copy of source_iter. + >>> import collections >>> import random @@ -68,13 +132,13 @@ class SamplingIterator(Iterator): >>> s.__next__() 1 - >>> s() + >>> s.get_sample() [0, 1] >>> collections.deque(s) deque([2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99]) - >>> s() + >>> s.get_sample() [78, 18, 47, 83, 93, 26, 25, 73, 94, 38] """ @@ -89,7 +153,7 @@ class SamplingIterator(Iterator): return self def __next__(self) -> Any: - item = self.source_iter.__next__() # or raise + item = self.source_iter.__next__() self.stream_length_so_far += 1 # Filling the resovoir @@ -109,7 +173,7 @@ class SamplingIterator(Iterator): self.resovoir[r] = item return item - def __call__(self) -> List[Any]: + def get_sample(self) -> List[Any]: return self.resovoir