Upload generator_utils.py with huggingface_hub
Browse files- generator_utils.py +57 -0
generator_utils.py
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import inspect
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import itertools
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class ReusableGenerator:
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def __init__(self, generator, gen_argv=[], gen_kwargs={}):
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self._generator = generator
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self._gen_kwargs = gen_kwargs
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self._gen_argv = gen_argv
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def get_generator(self):
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return self._generator
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def get_gen_kwargs(self):
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return self._gen_kwargs
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def construct(self):
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return self._generator(*self._gen_argv, **self._gen_kwargs)
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def __iter__(self):
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return iter(self.construct())
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def __call__(self):
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yield from self.construct()
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def __repr__(self):
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return f"{self.__class__.__name__}({self._generator.__name__}, gen_argv={self._gen_argv}, gen_kwargs={self._gen_kwargs})"
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if __name__ == "__main__":
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from itertools import chain, islice
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# Creating objects of MyIterable
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iterable1 = ReusableGenerator(range, gen_argv=[1, 4])
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iterable2 = ReusableGenerator(range, gen_argv=[4, 7])
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# Using itertools.chain
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chained = list(chain(iterable1, iterable2))
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print(chained) # Prints: [1, 2, 3, 4, 5, 6]
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# Using itertools.islice
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sliced = list(islice(ReusableGenerator(range, gen_argv=[1, 7]), 1, 4))
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print(sliced) # Prints: [2, 3, 4]
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# now same test with generators
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def generator(start, end):
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for i in range(start, end):
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yield i
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iterable1 = ReusableGenerator(generator, gen_argv=[1, 4])
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iterable2 = ReusableGenerator(generator, gen_argv=[4, 7])
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chained = list(chain(iterable1, iterable2))
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print(chained) # Prints: [1, 2, 3, 4, 5, 6]
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sliced = list(islice(ReusableGenerator(generator, gen_argv=[1, 7]), 1, 4))
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print(sliced) # Prints: [2, 3, 4]
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