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        "description": "lz\n==\n\n[![](https://travis-ci.org/lycantropos/lz.svg?branch=master)](https://travis-ci.org/lycantropos/lz \"Travis CI\")\n[![](https://dev.azure.com/lycantropos/lz/_apis/build/status/lycantropos.lz?branchName=master)](https://dev.azure.com/lycantropos/lz/_build/latest?definitionId=2&branchName=master \"Azure Pipelines\")\n[![](https://codecov.io/gh/lycantropos/lz/branch/master/graph/badge.svg)](https://codecov.io/gh/lycantropos/lz \"Codecov\")\n[![](https://readthedocs.org/projects/lz/badge/?version=latest)](https://lz.readthedocs.io/en/latest \"Documentation\")\n[![](https://img.shields.io/github/license/lycantropos/lz.svg)](https://github.com/lycantropos/lz/blob/master/LICENSE \"License\")\n[![](https://badge.fury.io/py/lz.svg)](https://badge.fury.io/py/lz \"PyPI\")\n\nIn what follows \n- `python` is an alias for `python3.5` or any later\nversion (`python3.6` and so on),\n- `pypy` is an alias for `pypy3.5` or any later\nversion (`pypy3.6` and so on).\n\nInstallation\n------------\n\nInstall the latest `pip` & `setuptools` packages versions:\n- with `CPython`\n  ```bash\n  python -m pip install --upgrade pip setuptools\n  ```\n- with `PyPy`\n  ```bash\n  pypy -m pip install --upgrade pip setuptools\n  ```\n\n### User\n\nDownload and install the latest stable version from `PyPI` repository:\n- with `CPython`\n  ```bash\n  python -m pip install --upgrade lz\n  ```\n- with `PyPy`\n  ```bash\n  pypy -m pip install --upgrade lz\n  ```\n\n### Developer\n\nDownload the latest version from `GitHub` repository\n```bash\ngit clone https://github.com/lycantropos/lz.git\ncd lz\n```\n\nInstall dependencies:\n- with `CPython`\n  ```bash\n  python -m pip install -r requirements.txt\n  ```\n- with `PyPy`\n  ```bash\n  pypy -m pip install -r requirements.txt\n  ```\n\nInstall:\n- with `CPython`\n  ```bash\n  python setup.py install\n  ```\n- with `PyPy`\n  ```bash\n  pypy setup.py install\n  ```\n\nUsage \n----- \n\n`lz` provides a bunch of utilities for working with functions, predicates & iterables such as\n\n1. [function composition](https://en.wikipedia.org/wiki/Function_composition)\n    ```python\n    >>> from lz.functional import compose\n    >>> sum_of_first_n_natural_numbers = compose(sum, range)\n    >>> sum_of_first_n_natural_numbers(10)\n    45\n\n    ```\n\n2. [currying](https://en.wikipedia.org/wiki/Currying)\n    ```python\n    >>> from lz.functional import curry \n    >>> curried_power = curry(pow) \n    >>> two_to_power = curried_power(2) \n    >>> two_to_power(10)\n    1024\n\n    ```\n\n3. flipping positional parameters order\n    ```python\n    >>> from lz.functional import flip\n    >>> flipped_power = flip(pow)\n    >>> flipped_power(2, 4)\n    16\n\n    ```\n\n4. packing function's arguments\n    ```python\n    >>> from lz.functional import pack\n    >>> packed_int = pack(int)\n    >>> packed_int(['10'])\n    10\n    >>> packed_int(['10'], {'base': 2})\n    2\n\n    ```\n\n5. left [partial application](https://en.wikipedia.org/wiki/Partial_application)\n    ```python\n    >>> from lz import left\n    >>> count_from_zero_to = left.applier(range, 0)\n    >>> list(count_from_zero_to(10))\n    [0, 1, 2, 3, 4, 5, 6, 7, 8, 9]\n\n    ```\n\n6. right [partial application](https://en.wikipedia.org/wiki/Partial_application)\n    ```python\n    >>> from lz import right\n    >>> square = right.applier(pow, 2)\n    >>> square(10)\n    100\n\n    ```\n\n7. [negating](https://en.wikipedia.org/wiki/Negation) predicate\n    ```python\n    >>> from lz.logical import negate\n    >>> false_like = negate(bool)\n    >>> false_like([])\n    True\n    >>> false_like([0])\n    False\n\n    ```\n\n8. [conjoining](https://en.wikipedia.org/wiki/Logical_conjunction) predicates\n    ```python\n    >>> from lz.logical import conjoin\n    >>> is_valid_constant_identifier = conjoin(str.isupper, str.isidentifier)\n    >>> is_valid_constant_identifier('SECOND_SECTION')\n    True\n    >>> is_valid_constant_identifier('2ND_SECTION')\n    False\n\n    ```\n\n9. [disjoining](https://en.wikipedia.org/wiki/Logical_disjunction) predicates\n    ```python\n    >>> from lz.logical import disjoin\n    >>> alphabetic_or_numeric = disjoin(str.isalpha, str.isnumeric)\n    >>> alphabetic_or_numeric('Hello')\n    True\n    >>> alphabetic_or_numeric('42')\n    True\n    >>> alphabetic_or_numeric('Hello42')\n    False\n\n    ```\n\n10. [exclusive disjoining](https://en.wikipedia.org/wiki/Exclusive_or) predicates\n    ```python\n    >>> from lz.logical import exclusive_disjoin\n    >>> from keyword import iskeyword\n    >>> valid_object_name = exclusive_disjoin(str.isidentifier, iskeyword)\n    >>> valid_object_name('valid_object_name')\n    True\n    >>> valid_object_name('_')\n    True\n    >>> valid_object_name('1')\n    False\n    >>> valid_object_name('lambda')\n    False\n\n    ```\n\n11. reversing sequences and any string streams\n    ```python\n    >>> from lz.reversal import reverse\n    >>> list(reverse(range(10)))\n    [9, 8, 7, 6, 5, 4, 3, 2, 1, 0]\n    >>> import io\n    >>> list(reverse(io.BytesIO(b'Hello\\nWorld!')))\n    [b'World!', b'Hello\\n']\n\n    ```\n\n12. chunking iterable\n    ```python\n    >>> from lz.iterating import chopper\n    >>> to_triplets = chopper(3)\n    >>> list(map(tuple, to_triplets(range(10))))\n    [(0, 1, 2), (3, 4, 5), (6, 7, 8), (9,)]\n\n    ```\n\n13. sliding over iterable\n    ```python\n    >>> from lz.iterating import slider\n    >>> slide_pairwise = slider(2)\n    >>> list(slide_pairwise(range(10)))\n    [(0, 1), (1, 2), (2, 3), (3, 4), (4, 5), (5, 6), (6, 7), (7, 8), (8, 9)]\n\n    ```\n\n14. [interleaving](https://en.wikipedia.org/wiki/Interleave_sequence) iterables\n    ```python\n    >>> from lz.iterating import interleave\n    >>> list(interleave([range(10), range(10, 20)]))\n    [0, 10, 1, 11, 2, 12, 3, 13, 4, 14, 5, 15, 6, 16, 7, 17, 8, 18, 9, 19]\n\n    ```\n\n15. iterable [transposition](https://en.wikipedia.org/wiki/Transpose)\n    ```python\n    >>> from lz.transposition import transpose\n    >>> list(map(tuple, transpose(zip(range(10), range(10, 20)))))\n    [(0, 1, 2, 3, 4, 5, 6, 7, 8, 9), (10, 11, 12, 13, 14, 15, 16, 17, 18, 19)]\n\n    ```\n\n16. iterable duplication\n    ```python\n    >>> from lz.replication import duplicate\n    >>> list(map(tuple, duplicate(range(10))))\n    [(0, 1, 2, 3, 4, 5, 6, 7, 8, 9), (0, 1, 2, 3, 4, 5, 6, 7, 8, 9)]\n\n    ```\n\nand [many more](https://lz.readthedocs.io/en/latest).\n\nDevelopment\n-----------\n\n### Building docs\n\nInstall project in editable mode\n\n- with `CPython`\n  ```bash\n  python -m pip install -e .\n  ```\n- with `PyPy`\n  ```bash\n  pypy -m pip install -e .\n  ```\n\nInstall docs requirements\n\n- with `CPython`\n  ```bash\n  python -m pip install -r docs/requirements.txt\n  ```\n- with `PyPy`\n  ```bash\n  pypy -m pip install -r docs/requirements.txt\n  ```\n\nBuild docs\n```bash\ncd docs\nmake html\n```\n\n### Bumping version\n\n#### Preparation\n\nInstall\n[bump2version](https://github.com/c4urself/bump2version#installation).\n\n#### Pre-release\n\nChoose which version number category to bump following [semver\nspecification](http://semver.org/).\n\nTest bumping version\n```bash\nbump2version --dry-run --verbose $CATEGORY\n```\n\nwhere `$CATEGORY` is the target version number category name, possible\nvalues are `patch`/`minor`/`major`.\n\nBump version\n```bash\nbump2version --verbose $CATEGORY\n```\n\nThis will set version to `major.minor.patch-alpha`. \n\n#### Release\n\nTest bumping version\n```bash\nbump2version --dry-run --verbose release\n```\n\nBump version\n```bash\nbump2version --verbose release\n```\n\nThis will set version to `major.minor.patch`.\n\n### Running tests\n\nInstall dependencies:\n- with `CPython`\n  ```bash\n  python -m pip install -r requirements-tests.txt\n  ```\n- with `PyPy`\n  ```bash\n  pypy -m pip install -r requirements-tests.txt\n  ```\n\nPlain\n```bash\npytest\n```\n\nInside `Docker` container:\n- with `CPython`\n  ```bash\n  docker-compose --file docker-compose.cpython.yml up\n  ```\n- with `PyPy`\n  ```bash\n  docker-compose --file docker-compose.pypy.yml up\n  ```\n\n`Bash` script (e.g. can be used in `Git` hooks):\n- with `CPython`\n  ```bash\n  ./run-tests.sh\n  ```\n  or\n  ```bash\n  ./run-tests.sh cpython\n  ```\n\n- with `PyPy`\n  ```bash\n  ./run-tests.sh pypy\n  ```\n\n`PowerShell` script (e.g. can be used in `Git` hooks):\n- with `CPython`\n  ```powershell\n  .\\run-tests.ps1\n  ```\n  or\n  ```powershell\n  .\\run-tests.ps1 cpython\n  ```\n- with `PyPy`\n  ```powershell\n  .\\run-tests.ps1 pypy\n  ```\n\n\n",
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