{"author":null,"author_email":"Erik Rose ","bugtrack_url":null,"classifiers":["Development Status :: 5 - Production/Stable","Intended Audience :: Developers","License :: OSI Approved :: MIT License","Natural Language :: English","Programming Language :: Python :: 3","Programming Language :: Python :: 3 :: Only","Programming Language :: Python :: 3.10","Programming Language :: Python :: 3.11","Programming Language :: Python :: 3.12","Programming Language :: Python :: 3.13","Programming Language :: Python :: 3.9","Programming Language :: Python :: Implementation :: CPython","Programming Language :: Python :: Implementation :: PyPy","Topic :: Software Development :: Libraries"],"description":"==============\nMore Itertools\n==============\n\n.. image:: https://readthedocs.org/projects/more-itertools/badge/?version=latest\n :target: https://more-itertools.readthedocs.io/en/stable/\n\nPython's ``itertools`` library is a gem - you can compose elegant solutions\nfor a variety of problems with the functions it provides. In ``more-itertools``\nwe collect additional building blocks, recipes, and routines for working with\nPython iterables.\n\n+------------------------+-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n| Grouping | `chunked `_, |\n| | `ichunked `_, |\n| | `chunked_even `_, |\n| | `sliced `_, |\n| | `constrained_batches `_, |\n| | `distribute `_, |\n| | `divide `_, |\n| | `split_at `_, |\n| | `split_before `_, |\n| | `split_after `_, |\n| | `split_into `_, |\n| | `split_when `_, |\n| | `bucket `_, |\n| | `unzip `_, |\n| | `batched `_, |\n| | `grouper `_, |\n| | `partition `_, |\n| | `transpose `_ |\n+------------------------+-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n| Lookahead and lookback | `spy `_, |\n| | `peekable `_, |\n| | `seekable `_ |\n+------------------------+-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n| Windowing | `windowed `_, |\n| | `substrings `_, |\n| | `substrings_indexes `_, |\n| | `stagger `_, |\n| | `windowed_complete `_, |\n| | `pairwise `_, |\n| | `triplewise `_, |\n| | `sliding_window `_, |\n| | `subslices `_ |\n+------------------------+-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n| Augmenting | `count_cycle `_, |\n| | `intersperse `_, |\n| | `padded `_, |\n| | `repeat_each `_, |\n| | `mark_ends `_, |\n| | `repeat_last `_, |\n| | `adjacent `_, |\n| | `groupby_transform `_, |\n| | `pad_none `_, |\n| | `ncycles `_ |\n+------------------------+-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n| Combining | `collapse `_, |\n| | `sort_together `_, |\n| | `interleave `_, |\n| | `interleave_longest `_, |\n| | `interleave_evenly `_, |\n| | `zip_offset `_, |\n| | `zip_equal `_, |\n| | `zip_broadcast `_, |\n| | `flatten `_, |\n| | `roundrobin `_, |\n| | `prepend `_, |\n| | `value_chain `_, |\n| | `partial_product `_ |\n+------------------------+-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n| Summarizing | `ilen `_, |\n| | `unique_to_each `_, |\n| | `sample `_, |\n| | `consecutive_groups `_, |\n| | `run_length `_, |\n| | `map_reduce `_, |\n| | `join_mappings `_, |\n| | `exactly_n `_, |\n| | `is_sorted `_, |\n| | `all_equal `_, |\n| | `all_unique `_, |\n| | `minmax `_, |\n| | `first_true `_, |\n| | `quantify `_, |\n| | `iequals `_ |\n+------------------------+-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n| Selecting | `islice_extended `_, |\n| | `first `_, |\n| | `last `_, |\n| | `one `_, |\n| | `only `_, |\n| | `strictly_n `_, |\n| | `strip `_, |\n| | `lstrip `_, |\n| | `rstrip `_, |\n| | `filter_except `_, |\n| | `map_except `_, |\n| | `filter_map `_, |\n| | `iter_suppress `_, |\n| | `nth_or_last `_, |\n| | `unique_in_window `_, |\n| | `before_and_after `_, |\n| | `nth `_, |\n| | `take `_, |\n| | `tail `_, |\n| | `unique_everseen `_, |\n| | `unique_justseen `_, |\n| | `unique `_, |\n| | `duplicates_everseen `_, |\n| | `duplicates_justseen `_, |\n| | `classify_unique `_, |\n| | `longest_common_prefix `_, |\n| | `takewhile_inclusive `_ |\n+------------------------+-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n| Math | `dft `_, |\n| | `idft `_, |\n| | `convolve `_, |\n| | `dotproduct `_, |\n| | `factor `_, |\n| | `is_prime `_, |\n| | `matmul `_, |\n| | `multinomial `_, |\n| | `nth_prime `_, |\n| | `polynomial_from_roots `_, |\n| | `polynomial_derivative `_, |\n| | `polynomial_eval `_, |\n| | `sieve `_, |\n| | `sum_of_squares `_, |\n| | `totient `_ |\n+------------------------+-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n| Combinatorics | `distinct_permutations `_, |\n| | `distinct_combinations `_, |\n| | `circular_shifts `_, |\n| | `partitions `_, |\n| | `set_partitions `_, |\n| | `product_index `_, |\n| | `combination_index `_, |\n| | `permutation_index `_, |\n| | `combination_with_replacement_index `_, |\n| | `gray_product `_, |\n| | `outer_product `_, |\n| | `powerset `_, |\n| | `powerset_of_sets `_, |\n| | `random_product `_, |\n| | `random_permutation `_, |\n| | `random_combination `_, |\n| | `random_combination_with_replacement `_, |\n| | `nth_product `_, |\n| | `nth_permutation `_, |\n| | `nth_combination `_, |\n| | `nth_combination_with_replacement `_ |\n+------------------------+-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n| Wrapping | `always_iterable `_, |\n| | `always_reversible `_, |\n| | `countable `_, |\n| | `consumer `_, |\n| | `with_iter `_, |\n| | `iter_except `_ |\n+------------------------+-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n| Others | `locate `_, |\n| | `rlocate `_, |\n| | `replace `_, |\n| | `numeric_range `_, |\n| | `side_effect `_, |\n| | `iterate `_, |\n| | `loops `_, |\n| | `difference `_, |\n| | `make_decorator `_, |\n| | `SequenceView `_, |\n| | `time_limited `_, |\n| | `map_if `_, |\n| | `iter_index `_, |\n| | `consume `_, |\n| | `tabulate `_, |\n| | `repeatfunc `_, |\n| | `reshape `_ |\n| | `doublestarmap `_ |\n+------------------------+-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n\n\nGetting started\n===============\n\nTo get started, install the library with `pip `_:\n\n.. code-block:: shell\n\n pip install more-itertools\n\nThe recipes from the `itertools docs `_\nare included in the top-level package:\n\n.. code-block:: python\n\n >>> from more_itertools import flatten\n >>> iterable = [(0, 1), (2, 3)]\n >>> list(flatten(iterable))\n [0, 1, 2, 3]\n\nSeveral new recipes are available as well:\n\n.. code-block:: python\n\n >>> from more_itertools import chunked\n >>> iterable = [0, 1, 2, 3, 4, 5, 6, 7, 8]\n >>> list(chunked(iterable, 3))\n [[0, 1, 2], [3, 4, 5], [6, 7, 8]]\n\n >>> from more_itertools import spy\n >>> iterable = (x * x for x in range(1, 6))\n >>> head, iterable = spy(iterable, n=3)\n >>> list(head)\n [1, 4, 9]\n >>> list(iterable)\n [1, 4, 9, 16, 25]\n\n\n\nFor the full listing of functions, see the `API documentation `_.\n\n\nLinks elsewhere\n===============\n\nBlog posts about ``more-itertools``:\n\n* `Yo, I heard you like decorators `__\n* `Tour of Python Itertools `__ (`Alternate `__)\n* `Real-World Python More Itertools `_\n\n\nDevelopment\n===========\n\n``more-itertools`` is maintained by `@erikrose `_\nand `@bbayles `_, with help from `many others `_.\nIf you have a problem or suggestion, please file a bug or pull request in this\nrepository. Thanks for contributing!\n\n\nVersion History\n===============\n\nThe version history can be found in `documentation `_.\n\n","description_content_type":"text/x-rst","docs_url":"https://pythonhosted.org/more-itertools/","download_url":null,"downloads":{"last_day":-1,"last_month":-1,"last_week":-1},"dynamic":null,"home_page":null,"keywords":"itertools, iterator, iteration, filter, peek, peekable, chunk, chunked","license":null,"license_expression":null,"license_files":null,"maintainer":null,"maintainer_email":null,"name":"more-itertools","package_url":"https://pypi.org/project/more-itertools/","platform":null,"project_url":"https://pypi.org/project/more-itertools/","project_urls":{"Documentation":"https://more-itertools.readthedocs.io/en/stable/","Homepage":"https://github.com/more-itertools/more-itertools"},"provides_extra":null,"release_url":"https://pypi.org/project/more-itertools/10.7.0/","requires_dist":null,"requires_python":">=3.9","summary":"More routines for operating on iterables, beyond itertools","version":"10.7.0","yanked":false,"yanked_reason":null}

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