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Doc/library/itertools.rst

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@@ -844,8 +844,8 @@ and :term:`generators <generator>` which incur interpreter overhead.
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from collections import Counter, deque
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from contextlib import suppress
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from functools import reduce
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from math import comb, prod, sumprod, isqrt
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from operator import is_not, itemgetter, getitem, mul, neg
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from math import comb, isqrt, prod, sumprod
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from operator import getitem, is_not, itemgetter, mul, neg
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# ==== Basic one liners ====
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@@ -904,16 +904,16 @@ and :term:`generators <generator>` which incur interpreter overhead.
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def first_true(iterable, default=False, predicate=None):
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"Returns the first true value or the *default* if there is no true value."
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# first_true([a,b,c], x) → a or b or c or x
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# first_true([a,b], x, f) → a if f(a) else b if f(b) else x
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# first_true([a, b, c], x) → a or b or c or x
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# first_true([a, b], x, f) → a if f(a) else b if f(b) else x
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return next(filter(predicate, iterable), default)
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def all_equal(iterable, key=None):
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"Returns True if all the elements are equal to each other."
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# all_equal('4٤௪౪໔', key=int) → True
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return len(take(2, groupby(iterable, key))) <= 1
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# ==== Data streams ====
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# ==== Data pipelines ====
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def unique_justseen(iterable, key=None):
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"Yield unique elements, preserving order. Remember only the element just seen."
@@ -947,7 +947,7 @@ and :term:`generators <generator>` which incur interpreter overhead.
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def sliding_window(iterable, n):
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"Collect data into overlapping fixed-length chunks or blocks."
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# sliding_window('ABCDEFG', 4) → ABCD BCDE CDEF DEFG
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# sliding_window('ABCDEFG', 3) → ABC BCD CDE DEF EFG
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iterator = iter(iterable)
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window = deque(islice(iterator, n - 1), maxlen=n)
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for x in iterator:
@@ -956,7 +956,7 @@ and :term:`generators <generator>` which incur interpreter overhead.
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def grouper(iterable, n, *, incomplete='fill', fillvalue=None):
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"Collect data into non-overlapping fixed-length chunks or blocks."
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# grouper('ABCDEFG', 3, fillvalue='x') → ABC DEF Gxx
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# grouper('ABCDEFG', 3, fillvalue='x') → ABC DEF Gxx
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# grouper('ABCDEFG', 3, incomplete='strict') → ABC DEF ValueError
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# grouper('ABCDEFG', 3, incomplete='ignore') → ABC DEF
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iterators = [iter(iterable)] * n
@@ -1044,7 +1044,7 @@ and :term:`generators <generator>` which incur interpreter overhead.
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def reshape(matrix, columns):
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"Reshape a 2-D matrix to have a given number of columns."
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# reshape([(0, 1), (2, 3), (4, 5)], 3) → (0, 1, 2), (3, 4, 5)
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# reshape([(0, 1), (2, 3), (4, 5)], 3) → (0, 1, 2) (3, 4, 5)
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return batched(chain.from_iterable(matrix), columns, strict=True)
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def transpose(matrix):
@@ -1054,10 +1054,12 @@ and :term:`generators <generator>` which incur interpreter overhead.
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def matmul(m1, m2):
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"Multiply two matrices."
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# matmul([(7, 5), (3, 5)], [(2, 5), (7, 9)]) → (49, 80), (41, 60)
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# matmul([(7, 5), (3, 5)], [(2, 5), (7, 9)]) → (49, 80) (41, 60)
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n = len(m2[0])
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return batched(starmap(sumprod, product(m1, transpose(m2))), n)
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# ==== Polynomial arithmetic ====
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def convolve(signal, kernel):
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"""Discrete linear convolution of two iterables.
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Equivalent to polynomial multiplication.
@@ -1079,8 +1081,6 @@ and :term:`generators <generator>` which incur interpreter overhead.
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windowed_signal = sliding_window(padded_signal, n)
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return map(sumprod, repeat(kernel), windowed_signal)
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# ==== Polynomial arithmetic ====
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def polynomial_from_roots(roots):
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"""Compute a polynomial's coefficients from its roots.
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