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    "info": {
        "author": "Henning Peters",
        "author_email": "hp@spacy.io",
        "bugtrack_url": null,
        "classifiers": [
            "Development Status :: 4 - Beta",
            "Environment :: Console",
            "Intended Audience :: Developers",
            "Intended Audience :: Science/Research",
            "License :: OSI Approved :: MIT License",
            "Operating System :: MacOS :: MacOS X",
            "Operating System :: Microsoft :: Windows",
            "Operating System :: POSIX :: Linux",
            "Programming Language :: Python :: 2.6",
            "Programming Language :: Python :: 2.7",
            "Programming Language :: Python :: 3.3",
            "Programming Language :: Python :: 3.4",
            "Programming Language :: Python :: 3.5",
            "Topic :: Scientific/Engineering"
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        "description": ".. image:: https://travis-ci.org/spacy-io/sputnik.svg?branch=master\n    :target: https://travis-ci.org/spacy-io/sputnik\n\n=======================================\nSputnik: a data package manager library\n=======================================\n\nSputnik is a library for managing data packages for another library, e.g., models for a machine learning library.\n\nIt also comes with a command-line interface, run ``sputnik --help`` or ``python -m sputnik --help`` for assistance.\n\nSputnik is a pure Python library licensed under MIT, has minimal dependencies (only ``semver``) and is compatible with python >=2.6 and >=3.3 on Linux, OSX and Windows.\n\nInstallation\n------------\n\nSputnik is available from `PyPI <https://pypi.python.org/pypi/sputnik>`_ via ``pip``:\n\n.. code:: python\n\n pip install sputnik\n\nand from spaCy's `Anaconda <https://anaconda.org/spacy/sputnik>`_ channel via ``conda``\n\n.. code:: python\n\n conda install -c https://conda.anaconda.org/spacy sputnik\n\nBuild a package\n---------------\n\nAdd a ``package.json`` file with following JSON to a directory ``sample`` and add some files in ``sample/data`` that you would like to have packaged, e.g., ``sample/data/model``. See a sample layout `here <https://github.com/spacy-io/sputnik/tree/master/sample>`_.\n\n.. code:: python\n\n {\n   \"name\": \"my_model\",\n   \"include\": [[\"data\", \"*\"]],\n   \"version\": \"1.0.0\"\n }\n\nNote that include's path components are lists to avoid platform compatibility issues.\n\nBuild the package with following code, it should produce a new file and output its path: ``sample/my_model-1.0.0.sputnik``.\n\n.. code:: python\n\n import sputnik\n archive = sputnik.build('sample')\n print(archive.path)\n\nInstall a package\n-----------------\n\nDecide for a location for your installed packages, e.g., ``packages``. Then install the previously built package with following code, it should output the path of the now installed package: ``packages/my_model-1.0.0``\n\n.. code:: python\n\n package = sputnik.install(<app_name>, <app_version>, 'sample/my_model-1.0.0.sputnik', data_path='packages')\n print(package.path)\n\nReplace ``<app_name>`` and ``<app_version>`` with your app's name and version. This information is used to check for package compatibility. You can also provide ``None`` instead to disable package compatibility checks. Read more about package compatibility under the Compatibility section below.\n\nList installed packages\n-----------------------\n\nThis should output the package strings for all installed packages, e.g., ``['my_model-1.0.0']``:\n\n.. code:: python\n\n packages = sputnik.find(<app_name>, <app_version>, data_path='packages')\n print([p.ident for p in packages])\n\nAccess package data\n-------------------\n\nSputnik makes it easy to access packaged data files without dealing with filesystem paths or archive file formats.\n\nFirst, get a Sputnik package object with:\n\n.. code:: python\n\n package = sputnik.package(<app_name>, <app_version>, 'my_model', data_path='packages')\n\nOn the package object you can check for the existence of a file or directory, get it's path or directly open it. Note that each directory in a path must be provided as separate argument. Do not address paths with slashes or backslashes as this will lead to platform-compatibility issues.\n\n.. code:: python\n\n if package.has_path('data', 'model'):\n   with io.open(package.file_path('data', 'model'), mode='r', encoding='utf8') as f:\n     res = f.read()\n\nAlternatively you can use Sputnik's ``open()`` wrapper:\n\n.. code:: python\n\n with package.open(['data', 'model'], mode='r', encoding='utf8') as f:\n   res = f.read()\n\nNote that ``package.file_path()`` only works on files, not directory. Use ``package.dir_path()`` on directories.\n\nIf you want to list all file contents of a package use ``sputnik.files('my_model', data_path='packages')``.\n\nRemove package\n--------------\n\n.. code:: python\n\n sputnik.remove(<app_name>, <app_version>, 'my_model', data_path='packages')\n\nPurge package pool/cache\n------------------------\n\n.. code:: python\n\n sputnik.purge(<app_name>, <app_version>, data_path='packages')\n\nVersioning\n----------\n\n``install``, ``find``, ``package``, ``files``, ``search`` and ``remove`` commands accept version constraint strings that follow `semantic versioning <http://semver.org/>`_, e.g.:\n\n.. code:: python\n\n sputnik.install(<app_name>, <app_version>, 'my_model ==1.0.0', data_path='packages')\n sputnik.find(<app_name>, <app_version>, 'my_model >1.0.0', data_path='packages')\n sputnik.package(<app_name>, <app_version>, 'my_model >=1.0.0', data_path='packages')\n sputnik.search(<app_name>, <app_version>, 'my_model <1.0.0', data_path='packages')\n sputnik.files(<app_name>, <app_version>, 'my_model <=1.0.0', data_path='packages')\n sputnik.remove(<app_name>, <app_version>, 'my_model ==1.0.0', data_path='packages')\n\nMultiple version constraints can be concatenated with commas, e.g., ``my_model >=1.0.0,<2.0.0``. 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