Search trees.


Keywords
avl-tree, binary-search-tree, binary-tree, red-black-tree, splay-tree
License
MIT
Install
pip install dendroid==1.4.0

Documentation

dendroid

In what follows python is an alias for python3.7 or pypy3.7 or any later version (python3.8, pypy3.8 and so on).

Installation

Install the latest pip & setuptools packages versions

python -m pip install --upgrade pip setuptools

User

Download and install the latest stable version from PyPI repository

python -m pip install --upgrade dendroid

Developer

Download the latest version from GitHub repository

git clone https://github.com/lycantropos/dendroid.git
cd dendroid

Install dependencies

python -m pip install -r requirements.txt

Install

python setup.py install

Usage

>>> from dendroid import avl, red_black, splay
>>> from random import sample
>>> min_value, max_value = -100, 100
>>> size = (max_value - min_value) // 2
>>> values = sample(range(min_value, max_value), size)
>>> avl_set, red_black_set, splay_set = (avl.set_(*values),
...                                      red_black.set_(*values),
...                                      splay.set_(*values))
>>> len(avl_set) == len(red_black_set) == len(splay_set) == size
True
>>> max_value not in avl_set and max_value not in red_black_set and max_value not in splay_set
True
>>> list(avl_set) == list(red_black_set) == list(splay_set) == sorted(values)
True
>>> avl_set.add(max_value)
>>> red_black_set.add(max_value)
>>> splay_set.add(max_value)
>>> len(avl_set) == len(red_black_set) == len(splay_set) == size + 1
True
>>> max_value in avl_set and max_value in red_black_set and max_value in splay_set
True
>>> list(avl_set) == list(red_black_set) == list(splay_set) == sorted(values) + [max_value]
True
>>> prev_max_value = max(values)
>>> avl_set.prev(max_value) == red_black_set.prev(max_value) == splay_set.prev(max_value) == prev_max_value
True
>>> avl_set.next(prev_max_value) == red_black_set.next(prev_max_value) == splay_set.next(prev_max_value) == max_value
True
>>> avl_set.remove(max_value)
>>> red_black_set.remove(max_value)
>>> splay_set.remove(max_value)
>>> len(avl_set) == len(red_black_set) == len(splay_set) == len(values)
True
>>> max_value not in avl_set and max_value not in red_black_set and max_value not in splay_set
True
>>> list(avl_set) == list(red_black_set) == list(splay_set) == sorted(values)
True
>>> avl_set.max() == red_black_set.max() == splay_set.max() == max(values)
True
>>> avl_set.min() == red_black_set.min() == splay_set.min() == min(values)
True
>>> avl_set.max() == red_black_set.max() == splay_set.max() == max(values)
True
>>> avl_set.min() == red_black_set.min() == splay_set.min() == min(values)
True
>>> avl_set.add(max_value)
>>> red_black_set.add(max_value)
>>> splay_set.add(max_value)
>>> avl_set.popmax() == red_black_set.popmax() == splay_set.popmax() == max_value
True
>>> avl_set.add(min_value)
>>> red_black_set.add(min_value)
>>> splay_set.add(min_value)
>>> avl_set.popmin() == red_black_set.popmin() == splay_set.popmin() == min_value
True
>>> min_key, max_key = min_value, max_value
>>> keys = sample(range(min_key, max_key), size)
>>> items = list(zip(keys, values))
>>> avl_map, red_black_map, splay_map = (avl.map_(*items),
...                                      red_black.map_(*items),
...                                      splay.map_(*items))
>>> len(avl_map) == len(red_black_map) == len(splay_map) == size
True
>>> max_key not in avl_map and max_key not in red_black_map and max_key not in splay_map
True
>>> list(avl_map) == list(red_black_map) == list(splay_map) == sorted(keys)
True
>>> avl_map[max_key] = red_black_map[max_key] = splay_map[max_key] = max_value
>>> len(avl_map) == len(red_black_map) == len(splay_map) == size + 1
True
>>> max_key in avl_map and max_key in red_black_map and max_key in splay_map
True
>>> avl_map[max_key] == red_black_map[max_key] == splay_map[max_key] == max_value
True
>>> list(avl_map) == list(red_black_map) == list(splay_map) == sorted(keys) + [max_key]
True
>>> prev_max_key, prev_max_value = items[max(range(size), key=keys.__getitem__)]
>>> avl_map.prev(max_key) == red_black_map.prev(max_key) == splay_map.prev(max_key) == prev_max_value
True
>>> avl_map.next(prev_max_key) == red_black_map.next(prev_max_key) == splay_map.next(prev_max_key) == max_value
True
>>> del avl_map[max_key], red_black_map[max_key], splay_map[max_key]
>>> len(avl_map) == len(red_black_map) == len(splay_map) == size
True
>>> max_key not in avl_map and max_key not in red_black_map and max_key not in splay_map
True
>>> list(avl_map) == list(red_black_map) == list(splay_map) == sorted(keys)
True
>>> avl_map.max() == red_black_map.max() == splay_map.max() == values[max(range(size), key=keys.__getitem__)]
True
>>> avl_map.min() == red_black_map.min() == splay_map.min() == values[min(range(size), key=keys.__getitem__)]
True
>>> avl_map[max_key] = red_black_map[max_key] = splay_map[max_key] = max_value
>>> avl_map.popmax() == red_black_map.popmax() == splay_map.popmax() == max_value
True
>>> avl_map[min_key] = red_black_map[min_key] = splay_map[min_key] = min_value
>>> avl_map.popmin() == red_black_map.popmin() == splay_map.popmin() == min_value
True

Development

Bumping version

Preparation

Install bump2version.

Pre-release

Choose which version number category to bump following semver specification.

Test bumping version

bump2version --dry-run --verbose $CATEGORY

where $CATEGORY is the target version number category name, possible values are patch/minor/major.

Bump version

bump2version --verbose $CATEGORY

This will set version to major.minor.patch-alpha.

Release

Test bumping version

bump2version --dry-run --verbose release

Bump version

bump2version --verbose release

This will set version to major.minor.patch.

Running tests

Install dependencies

python -m pip install -r requirements-tests.txt

Plain

pytest

Inside Docker container:

  • with CPython
    docker-compose --file docker-compose.cpython.yml up
  • with PyPy
    docker-compose --file docker-compose.pypy.yml up

Bash script:

  • with CPython

    ./run-tests.sh

    or

    ./run-tests.sh cpython
  • with PyPy

    ./run-tests.sh pypy

PowerShell script:

  • with CPython
    .\run-tests.ps1
    or
    .\run-tests.ps1 cpython
  • with PyPy
    .\run-tests.ps1 pypy