| ============== |
| More Itertools |
| ============== |
|
|
| .. image:: https://readthedocs.org/projects/more-itertools/badge/?version=latest |
| :target: https://more-itertools.readthedocs.io/en/stable/ |
|
|
| Python's ``itertools`` library is a gem - you can compose elegant solutions |
| for a variety of problems with the functions it provides. In ``more-itertools`` |
| we collect additional building blocks, recipes, and routines for working with |
| Python iterables. |
|
|
| +------------------------+-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ |
| | Grouping | `chunked <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.chunked>`_, | |
| | | `ichunked <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.ichunked>`_, | |
| | | `chunked_even <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.chunked_even>`_, | |
| | | `sliced <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.sliced>`_, | |
| | | `constrained_batches <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.constrained_batches>`_, | |
| | | `distribute <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.distribute>`_, | |
| | | `divide <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.divide>`_, | |
| | | `split_at <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.split_at>`_, | |
| | | `split_before <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.split_before>`_, | |
| | | `split_after <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.split_after>`_, | |
| | | `split_into <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.split_into>`_, | |
| | | `split_when <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.split_when>`_, | |
| | | `bucket <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.bucket>`_, | |
| | | `unzip <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.unzip>`_, | |
| | | `batched <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.batched>`_, | |
| | | `grouper <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.grouper>`_, | |
| | | `partition <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.partition>`_ | |
| +------------------------+-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ |
| | Lookahead and lookback | `spy <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.spy>`_, | |
| | | `peekable <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.peekable>`_, | |
| | | `seekable <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.seekable>`_ | |
| +------------------------+-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ |
| | Windowing | `windowed <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.windowed>`_, | |
| | | `substrings <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.substrings>`_, | |
| | | `substrings_indexes <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.substrings_indexes>`_, | |
| | | `stagger <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.stagger>`_, | |
| | | `windowed_complete <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.windowed_complete>`_, | |
| | | `pairwise <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.pairwise>`_, | |
| | | `triplewise <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.triplewise>`_, | |
| | | `sliding_window <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.sliding_window>`_, | |
| | | `subslices <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.subslices>`_ | |
| +------------------------+-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ |
| | Augmenting | `count_cycle <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.count_cycle>`_, | |
| | | `intersperse <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.intersperse>`_, | |
| | | `padded <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.padded>`_, | |
| | | `repeat_each <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.repeat_each>`_, | |
| | | `mark_ends <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.mark_ends>`_, | |
| | | `repeat_last <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.repeat_last>`_, | |
| | | `adjacent <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.adjacent>`_, | |
| | | `groupby_transform <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.groupby_transform>`_, | |
| | | `pad_none <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.pad_none>`_, | |
| | | `ncycles <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.ncycles>`_ | |
| +------------------------+-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ |
| | Combining | `collapse <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.collapse>`_, | |
| | | `sort_together <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.sort_together>`_, | |
| | | `interleave <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.interleave>`_, | |
| | | `interleave_longest <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.interleave_longest>`_, | |
| | | `interleave_evenly <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.interleave_evenly>`_, | |
| | | `interleave_randomly <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.interleave_randomly>`_, | |
| | | `zip_offset <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.zip_offset>`_, | |
| | | `zip_broadcast <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.zip_broadcast>`_, | |
| | | `flatten <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.flatten>`_, | |
| | | `roundrobin <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.roundrobin>`_, | |
| | | `prepend <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.prepend>`_, | |
| | | `value_chain <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.value_chain>`_, | |
| | | `partial_product <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.partial_product>`_ | |
| +------------------------+-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ |
| | Concurrency | `concurrent_tee <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.concurrent_tee>`_, | |
| | | `serialize <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.serialize>`_, | |
| | | `synchronized <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.synchronized>`_ | |
| +------------------------+-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ |
| | Summarizing | `ilen <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.ilen>`_, | |
| | | `unique_to_each <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.unique_to_each>`_, | |
| | | `sample <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.sample>`_, | |
| | | `consecutive_groups <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.consecutive_groups>`_, | |
| | | `run_length <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.run_length>`_, | |
| | | `map_reduce <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.map_reduce>`_, | |
| | | `join_mappings <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.join_mappings>`_, | |
| | | `exactly_n <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.exactly_n>`_, | |
| | | `is_sorted <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.is_sorted>`_, | |
| | | `all_equal <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.all_equal>`_, | |
| | | `all_unique <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.all_unique>`_, | |
| | | `argmin <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.argmin>`_, | |
| | | `argmax <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.argmax>`_, | |
| | | `minmax <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.minmax>`_, | |
| | | `first_true <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.first_true>`_, | |
| | | `quantify <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.quantify>`_, | |
| | | `iequals <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.iequals>`_ | |
| +------------------------+-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ |
| | Selecting | `islice_extended <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.islice_extended>`_, | |
| | | `first <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.first>`_, | |
| | | `last <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.last>`_, | |
| | | `one <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.one>`_, | |
| | | `only <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.only>`_, | |
| | | `strictly_n <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.strictly_n>`_, | |
| | | `strip <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.strip>`_, | |
| | | `lstrip <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.lstrip>`_, | |
| | | `rstrip <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.rstrip>`_, | |
| | | `filter_except <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.filter_except>`_, | |
| | | `map_except <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.map_except>`_, | |
| | | `filter_map <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.filter_map>`_, | |
| | | `iter_suppress <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.iter_suppress>`_, | |
| | | `nth_or_last <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.nth_or_last>`_, | |
| | | `extract <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.extract>`_, | |
| | | `unique_in_window <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.unique_in_window>`_, | |
| | | `before_and_after <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.before_and_after>`_, | |
| | | `nth <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.nth>`_, | |
| | | `take <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.take>`_, | |
| | | `tail <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.tail>`_, | |
| | | `unique_everseen <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.unique_everseen>`_, | |
| | | `unique_justseen <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.unique_justseen>`_, | |
| | | `unique <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.unique>`_, | |
| | | `duplicates_everseen <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.duplicates_everseen>`_, | |
| | | `duplicates_justseen <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.duplicates_justseen>`_, | |
| | | `classify_unique <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.classify_unique>`_, | |
| | | `longest_common_prefix <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.longest_common_prefix>`_, | |
| | | `takewhile_inclusive <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.takewhile_inclusive>`_ | |
| +------------------------+-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ |
| | Math | `dft <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.dft>`_, | |
| | | `idft <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.idft>`_, | |
| | | `convolve <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.convolve>`_, | |
| | | `dotproduct <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.dotproduct>`_, | |
| | | `matmul <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.matmul>`_, | |
| | | `polynomial_from_roots <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.polynomial_from_roots>`_, | |
| | | `polynomial_derivative <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.polynomial_derivative>`_, | |
| | | `polynomial_eval <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.polynomial_eval>`_, | |
| | | `reshape <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.reshape>`_, | |
| | | `sum_of_squares <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.sum_of_squares>`_, | |
| | | `transpose <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.transpose>`_ | |
| +------------------------+-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ |
| | Integer math | `factor <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.factor>`_, | |
| | | `is_prime <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.is_prime>`_, | |
| | | `multinomial <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.multinomial>`_, | |
| | | `nth_prime <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.nth_prime>`_, | |
| | | `sieve <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.sieve>`_, | |
| | | `subfactorial <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.subfactorial>`_, | |
| | | `totient <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.totient>`_ | |
| +------------------------+-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ |
| | Statistics | `running_min <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.running_min>`_, | |
| | | `running_max <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.running_max>`_, | |
| | | `running_mean <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.running_mean>`_, | |
| | | `running_median <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.running_median>`_, | |
| | | `running_statistics <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.running_statistics>`_ | |
| +------------------------+-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ |
| | Combinatorics | `circular_shifts <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.circular_shifts>`_, | |
| | | `derangements <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.derangements>`_, | |
| | | `gray_product <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.gray_product>`_, | |
| | | `outer_product <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.outer_product>`_, | |
| | | `partitions <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.partitions>`_, | |
| | | `set_partitions <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.set_partitions>`_, | |
| | | `powerset <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.powerset>`_, | |
| | | `powerset_of_sets <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.powerset_of_sets>`_ | |
| | +-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ |
| | | `distinct_combinations <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.distinct_combinations>`_, | |
| | | `distinct_permutations <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.distinct_permutations>`_ | |
| | +-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ |
| | | `combination_index <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.combination_index>`_, | |
| | | `combination_with_replacement_index <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.combination_with_replacement_index>`_, | |
| | | `permutation_index <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.permutation_index>`_, | |
| | | `product_index <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.product_index>`_ | |
| | +-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ |
| | | `nth_combination <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.nth_combination>`_, | |
| | | `nth_combination_with_replacement <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.nth_combination_with_replacement>`_, | |
| | | `nth_permutation <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.nth_permutation>`_, | |
| | | `nth_product <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.nth_product>`_ | |
| | +-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ |
| | | `random_combination <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.random_combination>`_, | |
| | | `random_combination_with_replacement <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.random_combination_with_replacement>`_, | |
| | | `random_derangement <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.random_derangement>`_, | |
| | | `random_permutation <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.random_permutation>`_, | |
| | | `random_product <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.random_product>`_ | |
| +------------------------+-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ |
| | Wrapping | `always_iterable <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.always_iterable>`_, | |
| | | `always_reversible <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.always_reversible>`_, | |
| | | `countable <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.countable>`_, | |
| | | `consumer <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.consumer>`_, | |
| | | `iter_except <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.iter_except>`_, | |
| | | `sized_iterator <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.sized_iterator>`_ | |
| | | `with_iter <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.with_iter>`_ | |
| +------------------------+-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ |
| | Others | `locate <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.locate>`_, | |
| | | `rlocate <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.rlocate>`_, | |
| | | `replace <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.replace>`_, | |
| | | `numeric_range <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.numeric_range>`_, | |
| | | `side_effect <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.side_effect>`_, | |
| | | `iterate <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.iterate>`_, | |
| | | `loops <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.loops>`_, | |
| | | `difference <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.difference>`_, | |
| | | `make_decorator <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.make_decorator>`_, | |
| | | `SequenceView <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.SequenceView>`_, | |
| | | `time_limited <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.time_limited>`_, | |
| | | `map_if <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.map_if>`_, | |
| | | `iter_index <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.iter_index>`_, | |
| | | `consume <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.consume>`_, | |
| | | `tabulate <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.tabulate>`_, | |
| | | `repeatfunc <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.repeatfunc>`_, | |
| | | `doublestarmap <https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.doublestarmap>`_ | |
| +------------------------+-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ |
|
|
|
|
| Getting started |
| =============== |
|
|
| To get started, install the library with `pip <https://pip.pypa.io/en/stable/>`_: |
|
|
| .. code-block:: shell |
|
|
| pip install more-itertools |
|
|
| The recipes from the `itertools docs <https://docs.python.org/3/library/itertools.html#itertools-recipes>`_ |
| are included in the top-level package: |
|
|
| .. code-block:: python |
|
|
| >>> from more_itertools import flatten |
| >>> iterable = [(0, 1), (2, 3)] |
| >>> list(flatten(iterable)) |
| [0, 1, 2, 3] |
|
|
| Several new recipes are available as well: |
|
|
| .. code-block:: python |
|
|
| >>> from more_itertools import chunked |
| >>> iterable = [0, 1, 2, 3, 4, 5, 6, 7, 8] |
| >>> list(chunked(iterable, 3)) |
| [[0, 1, 2], [3, 4, 5], [6, 7, 8]] |
|
|
| >>> from more_itertools import spy |
| >>> iterable = (x * x for x in range(1, 6)) |
| >>> head, iterable = spy(iterable, n=3) |
| >>> list(head) |
| [1, 4, 9] |
| >>> list(iterable) |
| [1, 4, 9, 16, 25] |
|
|
|
|
|
|
| For the full listing of functions, see the `API documentation <https://more-itertools.readthedocs.io/en/stable/api.html>`_. |
|
|
|
|
| Links elsewhere |
| =============== |
|
|
| Blog posts about ``more-itertools``: |
|
|
| * `Yo, I heard you like decorators <https://www.bbayles.com/index/decorator_factory>`__ |
| * `Tour of Python Itertools <https://martinheinz.dev/blog/16>`__ (`Alternate <https://dev.to/martinheinz/tour-of-python-itertools-4122>`__) |
| * `Real-World Python More Itertools <https://python.plainenglish.io/real-world-more-itertools-gideons-blog-a3901c607550>`_ |
|
|
|
|
| Development |
| =========== |
|
|
| ``more-itertools`` is maintained by `@erikrose <https://github.com/erikrose>`_ |
| and `@bbayles <https://github.com/bbayles>`_, with help from `many others <https://github.com/more-itertools/more-itertools/graphs/contributors>`_. |
| If you have a problem or suggestion, please file a bug or pull request in this |
| repository. Thanks for contributing! |
|
|
|
|
| Version History |
| =============== |
|
|
| The version history can be found in `documentation <https://more-itertools.readthedocs.io/en/stable/versions.html>`_. |
|
|
